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ORCIDBibTeX records: Fons van der Sommen
@article{DBLP:journals/tip/ViviersFTWS24,
author = {Christiaan G. A. Viviers and
Lena Filatova and
Maurice Termeer and
Peter H. N. de With and
Fons van der Sommen},
title = {Advancing 6-DoF Instrument Pose Estimation in Variable X-Ray Imaging
Geometries},
journal = {{IEEE} Trans. Image Process.},
volume = {33},
pages = {2462--2476},
year = {2024},
url = {https://doi.org/10.1109/TIP.2024.3378469},
doi = {10.1109/TIP.2024.3378469},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/ViviersFTWS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/SchoonbeekHOWS24,
author = {Tim J. Schoonbeek and
Tim Houben and
Hans Onvlee and
Peter H. N. de With and
Fons van der Sommen},
title = {IndustReal: {A} Dataset for Procedure Step Recognition Handling Execution
Errors in Egocentric Videos in an Industrial-Like Setting},
booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV}
2024, Waikoloa, HI, USA, January 3-8, 2024},
pages = {4353--4362},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/WACV57701.2024.00431},
doi = {10.1109/WACV57701.2024.00431},
timestamp = {Wed, 17 Apr 2024 07:41:22 +0200},
biburl = {https://dblp.org/rec/conf/wacv/SchoonbeekHOWS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/ZavalaMondragonWS23,
author = {Luis Albert Zavala{-}Mondrag{\'{o}}n and
Peter H. N. de With and
Fons van der Sommen},
title = {A Signal Processing Interpretation of Noise-Reduction Convolutional
Neural Networks: Exploring the mathematical formulation of encoding-decoding
CNNs},
journal = {{IEEE} Signal Process. Mag.},
volume = {40},
number = {7},
pages = {38--63},
year = {2023},
url = {https://doi.org/10.1109/MSP.2023.3300100},
doi = {10.1109/MSP.2023.3300100},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/spm/ZavalaMondragonWS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccvw/ViviersRVHTVJEN23,
author = {Christiaan G. A. Viviers and
Mark Ramaekers and
M. M. Amaan Valiuddin and
Terese Hellstr{\"{o}}m and
Nick Tasios and
John van der Ven and
Igor Jacobs and
Lotte Ewals and
Joost Nederend and
Peter H. N. de With and
Misha Luyer and
Fons van der Sommen},
title = {Segmentation-based Assessment of Tumor-Vessel Involvement for Surgical
Resectability Prediction of Pancreatic Ductal Adenocarcinoma},
booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023
- Workshops, Paris, France, October 2-6, 2023},
pages = {2413--2423},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCVW60793.2023.00256},
doi = {10.1109/ICCVW60793.2023.00256},
timestamp = {Wed, 10 Jan 2024 14:20:12 +0100},
biburl = {https://dblp.org/rec/conf/iccvw/ViviersRVHTVJEN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/BoersKFJJGBSW23,
author = {T. G. W. Boers and
Carolus H. J. Kusters and
Kiki N. Fockens and
Jelmer B. Jukema and
Martijn R. Jong and
Jeroen de Groof and
Jacques J. Bergman and
Fons van der Sommen and
Peter H. N. de With},
editor = {Khan M. Iftekharuddin and
Weijie Chen},
title = {Barrett's lesion detection using a minimal integer-based neural network
for embedded systems integration},
booktitle = {Medical Imaging 2023: Computer-Aided Diagnosis, San Diego, CA, USA,
February 19-23, 2023},
series = {{SPIE} Proceedings},
volume = {12465},
publisher = {{SPIE}},
year = {2023},
url = {https://doi.org/10.1117/12.2653890},
doi = {10.1117/12.2653890},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/micad/BoersKFJJGBSW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/DehghaniSBZTSMS23,
author = {Nikoo Dehghani and
Thom Scheeve and
T. G. W. Boers and
Quirine E. W. van der Zander and
Ayla Thijssen and
Ramon{-}Michel Schreuder and
Ad A. M. Masclee and
Erik J. Schoon and
Fons van der Sommen and
Peter H. N. de With},
editor = {Khan M. Iftekharuddin and
Weijie Chen},
title = {Effect of domain-specific self-supervised pretraining on predictive
uncertainty for colorectal polyp characterization},
booktitle = {Medical Imaging 2023: Computer-Aided Diagnosis, San Diego, CA, USA,
February 19-23, 2023},
series = {{SPIE} Proceedings},
volume = {12465},
publisher = {{SPIE}},
year = {2023},
url = {https://doi.org/10.1117/12.2653848},
doi = {10.1117/12.2653848},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/micad/DehghaniSBZTSMS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/HellstromVRTNLW23,
author = {Terese Hellstr{\"{o}}m and
Christiaan G. A. Viviers and
Mark Ramaekers and
Nick Tasios and
Joost Nederend and
Misha Luyer and
Peter H. N. de With and
Fons van der Sommen},
editor = {Khan M. Iftekharuddin and
Weijie Chen},
title = {Clinical segmentation for improved pancreatic ductal adenocarcinoma
detection and segmentation},
booktitle = {Medical Imaging 2023: Computer-Aided Diagnosis, San Diego, CA, USA,
February 19-23, 2023},
series = {{SPIE} Proceedings},
volume = {12465},
publisher = {{SPIE}},
year = {2023},
url = {https://doi.org/10.1117/12.2654164},
doi = {10.1117/12.2654164},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/micad/HellstromVRTNLW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/KustersBJJFGBSW23,
author = {Carolus H. J. Kusters and
T. G. W. Boers and
Jelmer B. Jukema and
Martijn R. Jong and
Kiki N. Fockens and
Albert J. de Groof and
Jacques J. Bergman and
Fons van der Sommen and
Peter H. N. de With},
editor = {Khan M. Iftekharuddin and
Weijie Chen},
title = {Real-time Barrett's neoplasia characterization in {NBI} videos using
an int8-based quantized neural network},
booktitle = {Medical Imaging 2023: Computer-Aided Diagnosis, San Diego, CA, USA,
February 19-23, 2023},
series = {{SPIE} Proceedings},
volume = {12465},
publisher = {{SPIE}},
year = {2023},
url = {https://doi.org/10.1117/12.2647557},
doi = {10.1117/12.2647557},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/micad/KustersBJJFGBSW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/ScheeveDZTSMSSW23,
author = {Thom Scheeve and
Nikoo Dehghani and
Quirine E. W. van der Zander and
Ayla Thijssen and
Ramon{-}Michel Schreuder and
Ad A. M. Masclee and
Erik J. Schoon and
Fons van der Sommen and
Peter H. N. de With},
editor = {Khan M. Iftekharuddin and
Weijie Chen},
title = {How does image quality affect computer-aided diagnosis of colorectal
polyps?},
booktitle = {Medical Imaging 2023: Computer-Aided Diagnosis, San Diego, CA, USA,
February 19-23, 2023},
series = {{SPIE} Proceedings},
volume = {12465},
publisher = {{SPIE}},
year = {2023},
url = {https://doi.org/10.1117/12.2654167},
doi = {10.1117/12.2654167},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/micad/ScheeveDZTSMSSW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/ViviersVWS23,
author = {Christiaan G. A. Viviers and
M. M. Amaan Valiuddin and
Peter H. N. de With and
Fons van der Sommen},
editor = {Khan M. Iftekharuddin and
Weijie Chen},
title = {Probabilistic 3D segmentation for aleatoric uncertainty quantification
in full 3D medical data},
booktitle = {Medical Imaging 2023: Computer-Aided Diagnosis, San Diego, CA, USA,
February 19-23, 2023},
series = {{SPIE} Proceedings},
volume = {12465},
publisher = {{SPIE}},
year = {2023},
url = {https://doi.org/10.1117/12.2654255},
doi = {10.1117/12.2654255},
timestamp = {Tue, 19 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/micad/ViviersVWS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/KustersBJJJFGBSW23,
author = {Carolus H. J. Kusters and
T. G. W. Boers and
Tim J. M. Jaspers and
Jelmer B. Jukema and
Martijn R. Jong and
Kiki N. Fockens and
Albert J. de Groof and
Jacques J. Bergman and
Fons van der Sommen and
Peter H. N. de With},
editor = {Shandong Wu and
Behrouz Shabestari and
Lei Xing},
title = {CNNs vs. Transformers: Performance and Robustness in Endoscopic Image
Analysis},
booktitle = {Applications of Medical Artificial Intelligence - Second International
Workshop, {AMAI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver,
BC, Canada, October 8, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14313},
pages = {21--31},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-47076-9\_3},
doi = {10.1007/978-3-031-47076-9\_3},
timestamp = {Thu, 09 Nov 2023 08:19:35 +0100},
biburl = {https://dblp.org/rec/conf/miccai/KustersBJJJFGBSW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/JaspersBKJJGBWS23,
author = {Tim J. M. Jaspers and
Tim Boers and
Carolus H. J. Kusters and
Martijn R. Jong and
Jelmer B. Jukema and
Albert J. de Groof and
Jacques J. Bergman and
Peter H. N. de With and
Fons van der Sommen},
editor = {Shandong Wu and
Behrouz Shabestari and
Lei Xing},
title = {Investigating the Impact of Image Quality on Endoscopic {AI} Model
Performance},
booktitle = {Applications of Medical Artificial Intelligence - Second International
Workshop, {AMAI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver,
BC, Canada, October 8, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14313},
pages = {32--41},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-47076-9\_4},
doi = {10.1007/978-3-031-47076-9\_4},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/JaspersBKJJGBWS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/OkelVRHTMPJLWS23,
author = {Sanne E. Okel and
Christiaan G. A. Viviers and
Mark Ramaekers and
Terese Hellstr{\"{o}}m and
Nick Tasios and
Dimitrios Mavroeidis and
Jon R. Pluyter and
Igor Jacobs and
Misha Luyer and
Peter H. N. de With and
Fons van der Sommen},
editor = {Shandong Wu and
Behrouz Shabestari and
Lei Xing},
title = {Advancing Abdominal Organ and {PDAC} Segmentation Accuracy with Task-Specific
Interactive Models},
booktitle = {Applications of Medical Artificial Intelligence - Second International
Workshop, {AMAI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver,
BC, Canada, October 8, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14313},
pages = {52--61},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-47076-9\_6},
doi = {10.1007/978-3-031-47076-9\_6},
timestamp = {Wed, 08 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/OkelVRHTMPJLWS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vr/SchoonbeekOFWS23,
author = {Tim J. Schoonbeek and
Hans Onvlee and
Pierluigi Frisco and
Peter H. N. de With and
Fons van der Sommen},
title = {Beyond Action Recognition: Extracting Meaningful Information from
Procedure Recordings},
booktitle = {{IEEE} Conference on Virtual Reality and 3D User Interfaces Abstracts
and Workshops, {VR} Workshops 2023, Shanghai, China, March 25-29,
2023},
pages = {881--882},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/VRW58643.2023.00283},
doi = {10.1109/VRW58643.2023.00283},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/vr/SchoonbeekOFWS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/miccai/2023caption,
editor = {Sharib Ali and
Fons van der Sommen and
Maureen van Eijnatten and
Bartlomiej W. Papiez and
Yueming Jin and
Iris Kolenbrander},
title = {Cancer Prevention Through Early Detection - Second International Workshop,
CaPTion 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 12, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14295},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45350-2},
doi = {10.1007/978-3-031-45350-2},
isbn = {978-3-031-45349-6},
timestamp = {Wed, 11 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/2023caption.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-00950,
author = {Christiaan G. A. Viviers and
M. M. Amaan Valiuddin and
Peter H. N. de With and
Fons van der Sommen},
title = {Probabilistic 3D segmentation for aleatoric uncertainty quantification
in full 3D medical data},
journal = {CoRR},
volume = {abs/2305.00950},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.00950},
doi = {10.48550/ARXIV.2305.00950},
eprinttype = {arXiv},
eprint = {2305.00950},
timestamp = {Fri, 05 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-00950.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-13425,
author = {Luis Albert Zavala{-}Mondrag{\'{o}}n and
Peter H. N. de With and
Fons van der Sommen},
title = {A signal processing interpretation of noise-reduction convolutional
neural networks},
journal = {CoRR},
volume = {abs/2307.13425},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.13425},
doi = {10.48550/ARXIV.2307.13425},
eprinttype = {arXiv},
eprint = {2307.13425},
timestamp = {Mon, 13 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-13425.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-16694,
author = {M. M. Amaan Valiuddin and
Christiaan G. A. Viviers and
Ruud J. G. van Sloun and
Peter H. N. de With and
Fons van der Sommen},
title = {Investigating and Improving Latent Density Segmentation Models for
Aleatoric Uncertainty Quantification in Medical Imaging},
journal = {CoRR},
volume = {abs/2307.16694},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.16694},
doi = {10.48550/ARXIV.2307.16694},
eprinttype = {arXiv},
eprint = {2307.16694},
timestamp = {Wed, 02 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-16694.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-00639,
author = {Christiaan G. A. Viviers and
Mark Ramaekers and
M. M. Amaan Valiuddin and
Terese Hellstr{\"{o}}m and
Nick Tasios and
John van der Ven and
Igor Jacobs and
Lotte Ewals and
Joost Nederend and
Peter H. N. de With and
Misha Luyer and
Fons van der Sommen},
title = {Segmentation-based Assessment of Tumor-Vessel Involvement for Surgical
Resectability Prediction of Pancreatic Ductal Adenocarcinoma},
journal = {CoRR},
volume = {abs/2310.00639},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.00639},
doi = {10.48550/ARXIV.2310.00639},
eprinttype = {arXiv},
eprint = {2310.00639},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-00639.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-17323,
author = {Tim J. Schoonbeek and
Tim Houben and
Hans Onvlee and
Peter H. N. de With and
Fons van der Sommen},
title = {IndustReal: {A} Dataset for Procedure Step Recognition Handling Execution
Errors in Egocentric Videos in an Industrial-Like Setting},
journal = {CoRR},
volume = {abs/2310.17323},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.17323},
doi = {10.48550/ARXIV.2310.17323},
eprinttype = {arXiv},
eprint = {2310.17323},
timestamp = {Thu, 02 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-17323.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mva/HoubenHPSW22,
author = {Tim Houben and
Thomas Huisman and
Maxim Pisarenco and
Fons van der Sommen and
Peter H. N. de With},
title = {Depth estimation from a single {SEM} image using pixel-wise fine-tuning
with multimodal data},
journal = {Mach. Vis. Appl.},
volume = {33},
number = {4},
pages = {56},
year = {2022},
url = {https://doi.org/10.1007/s00138-022-01314-w},
doi = {10.1007/S00138-022-01314-W},
timestamp = {Mon, 08 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mva/HoubenHPSW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/Zavala-Mondragon22,
author = {Luis Albert Zavala{-}Mondrag{\'{o}}n and
Peter M. J. Rongen and
Javier Oliv{\'{a}}n Besc{\'{o}}s and
Peter H. N. de With and
Fons van der Sommen},
title = {Noise Reduction in {CT} Using Learned Wavelet-Frame Shrinkage Networks},
journal = {{IEEE} Trans. Medical Imaging},
volume = {41},
number = {8},
pages = {2048--2066},
year = {2022},
url = {https://doi.org/10.1109/TMI.2022.3154011},
doi = {10.1109/TMI.2022.3154011},
timestamp = {Mon, 13 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmi/Zavala-Mondragon22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/KustersSDZSMSSW22,
author = {Koen C. Kusters and
Thom Scheeve and
Nikoo Dehghani and
Quirine E. W. van der Zander and
Ramon{-}Michel Schreuder and
Ad A. M. Masclee and
Erik J. Schoon and
Fons van der Sommen and
Peter H. N. de With},
editor = {Karen Drukker and
Khan M. Iftekharuddin},
title = {Colorectal polyp classification using confidence-calibrated convolutional
neural networks},
booktitle = {Medical Imaging 2022: Computer-Aided Diagnosis, San Diego, CA, USA,
February 20-24, 2022 / online, March 21-27, 2022},
series = {{SPIE} Proceedings},
volume = {12033},
publisher = {{SPIE}},
year = {2022},
url = {https://doi.org/10.1117/12.2606801},
doi = {10.1117/12.2606801},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/micad/KustersSDZSMSSW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/MammadliSBPFJJB22,
author = {Fidan Mammadli and
Fons van der Sommen and
Tim Boers and
Joost van der Putten and
Kiki N. Fockens and
Jelmer B. Jukema and
Martijn R. Jong and
Jacques J. G. H. M. Bergman and
Peter H. N. de With},
editor = {Karen Drukker and
Khan M. Iftekharuddin},
title = {Efficient endoscopic frame informativeness assessment by reusing the
encoder of the primary {CAD} task},
booktitle = {Medical Imaging 2022: Computer-Aided Diagnosis, San Diego, CA, USA,
February 20-24, 2022 / online, March 21-27, 2022},
series = {{SPIE} Proceedings},
volume = {12033},
publisher = {{SPIE}},
year = {2022},
url = {https://doi.org/10.1117/12.2611133},
doi = {10.1117/12.2611133},
timestamp = {Thu, 14 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/micad/MammadliSBPFJJB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/KustersBJJFGBSW22,
author = {Carolus H. J. Kusters and
Tim Boers and
Jelmer B. Jukema and
Martijn R. Jong and
Kiki N. Fockens and
Albert J. de Groof and
Jacques J. Bergman and
Fons van der Sommen and
Peter H. N. de With},
editor = {Sharib Ali and
Fons van der Sommen and
Bartlomiej Wladyslaw Papiez and
Maureen A. J. M. van Eijnatten and
Yueming Jin and
Iris Kolenbrander},
title = {A {CAD} System for Real-Time Characterization of Neoplasia in Barrett's
Esophagus {NBI} Videos},
booktitle = {Cancer Prevention Through Early Detection - First International Workshop,
CaPTion 2022, Held in Conjunction with {MICCAI} 2022, Singapore, September
22, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13581},
pages = {89--98},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-17979-2\_9},
doi = {10.1007/978-3-031-17979-2\_9},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/KustersBJJFGBSW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ValiuddinVSWS22,
author = {M. M. Amaan Valiuddin and
Christiaan G. A. Viviers and
Ruud J. G. van Sloun and
Peter H. N. de With and
Fons van der Sommen},
editor = {Sharib Ali and
Fons van der Sommen and
Bartlomiej Wladyslaw Papiez and
Maureen A. J. M. van Eijnatten and
Yueming Jin and
Iris Kolenbrander},
title = {Efficient Out-of-Distribution Detection of Melanoma with Wavelet-Based
Normalizing Flows},
booktitle = {Cancer Prevention Through Early Detection - First International Workshop,
CaPTion 2022, Held in Conjunction with {MICCAI} 2022, Singapore, September
22, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13581},
pages = {99--107},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-17979-2\_10},
doi = {10.1007/978-3-031-17979-2\_10},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/ValiuddinVSWS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/DehghaniSZTSMSS22,
author = {Nikoo Dehghani and
Thom Scheeve and
Quirine E. W. van der Zander and
Ayla Thijssen and
Ramon{-}Michel Schreuder and
Ad A. M. Masclee and
Erik J. Schoon and
Fons van der Sommen and
Peter H. N. de With},
editor = {Sharib Ali and
Fons van der Sommen and
Bartlomiej Wladyslaw Papiez and
Maureen A. J. M. van Eijnatten and
Yueming Jin and
Iris Kolenbrander},
title = {Robust Colorectal Polyp Characterization Using a Hybrid Bayesian Neural
Network},
booktitle = {Cancer Prevention Through Early Detection - First International Workshop,
CaPTion 2022, Held in Conjunction with {MICCAI} 2022, Singapore, September
22, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13581},
pages = {108--117},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-17979-2\_11},
doi = {10.1007/978-3-031-17979-2\_11},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/DehghaniSZTSMSS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BoersKFJJGBSW22,
author = {T. G. W. Boers and
Carolus H. J. Kusters and
Kiki N. Fockens and
Jelmer B. Jukema and
Martijn R. Jong and
Jeroen de Groof and
Jacques J. Bergman and
Fons van der Sommen and
Peter H. N. de With},
editor = {Sharib Ali and
Fons van der Sommen and
Bartlomiej Wladyslaw Papiez and
Maureen A. J. M. van Eijnatten and
Yueming Jin and
Iris Kolenbrander},
title = {Comparing Training Strategies Using Multi-Assessor Segmentation Labels
for Barrett's Neoplasia Detection},
booktitle = {Cancer Prevention Through Early Detection - First International Workshop,
CaPTion 2022, Held in Conjunction with {MICCAI} 2022, Singapore, September
22, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13581},
pages = {131--138},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-17979-2\_13},
doi = {10.1007/978-3-031-17979-2\_13},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/BoersKFJJGBSW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ViviersRWMNLS22,
author = {Christiaan G. A. Viviers and
Mark Ramaekers and
Peter H. N. de With and
Dimitrios Mavroeidis and
Joost Nederend and
Misha Luyer and
Fons van der Sommen},
editor = {Sharib Ali and
Fons van der Sommen and
Bartlomiej Wladyslaw Papiez and
Maureen A. J. M. van Eijnatten and
Yueming Jin and
Iris Kolenbrander},
title = {Improved Pancreatic Tumor Detection by Utilizing Clinically-Relevant
Secondary Features},
booktitle = {Cancer Prevention Through Early Detection - First International Workshop,
CaPTion 2022, Held in Conjunction with {MICCAI} 2022, Singapore, September
22, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13581},
pages = {139--148},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-17979-2\_14},
doi = {10.1007/978-3-031-17979-2\_14},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/ViviersRWMNLS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miigp/ViviersBFWS22,
author = {Christiaan G. A. Viviers and
Joel de Bruijn and
Lena Filatova and
Peter H. N. de With and
Fons van der Sommen},
editor = {Cristian A. Linte and
Jeffrey H. Siewerdsen},
title = {Towards real-time 6D pose estimation of objects in single-view cone-beam
x-ray},
booktitle = {Medical Imaging 2022: Image-Guided Procedures, Robotic Interventions,
and Modeling, San Diego, CA, USA, February 20-24, 2022 / Online, March
21-27, 2022},
series = {{SPIE} Proceedings},
volume = {12034},
publisher = {{SPIE}},
year = {2022},
url = {https://doi.org/10.1117/12.2611143},
doi = {10.1117/12.2611143},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miigp/ViviersBFWS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/StolleVSS22,
author = {Kurt Stolle and
Sebastian Vogel and
Fons van der Sommen and
Willem P. Sanberg},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Block-Level Surrogate Models for Inference Time Estimation in Hardware-Aware
Neural Architecture Search},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {V}},
series = {Lecture Notes in Computer Science},
volume = {13717},
pages = {463--479},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26419-1\_28},
doi = {10.1007/978-3-031-26419-1\_28},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/StolleVSS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/miccai/2022caption,
editor = {Sharib Ali and
Fons van der Sommen and
Bartlomiej Wladyslaw Papiez and
Maureen A. J. M. van Eijnatten and
Yueming Jin and
Iris Kolenbrander},
title = {Cancer Prevention Through Early Detection - First International Workshop,
CaPTion 2022, Held in Conjunction with {MICCAI} 2022, Singapore, September
22, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13581},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-17979-2},
doi = {10.1007/978-3-031-17979-2},
isbn = {978-3-031-17978-5},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/2022caption.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-03581,
author = {Christiaan G. A. Viviers and
Mark Ramaekers and
Peter H. N. de With and
Dimitrios Mavroeidis and
Joost Nederend and
Misha Luyer and
Fons van der Sommen},
title = {Improved Pancreatic Tumor Detection by Utilizing Clinically-Relevant
Secondary Features},
journal = {CoRR},
volume = {abs/2208.03581},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.03581},
doi = {10.48550/ARXIV.2208.03581},
eprinttype = {arXiv},
eprint = {2208.03581},
timestamp = {Wed, 10 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-03581.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-04639,
author = {M. M. Amaan Valiuddin and
Christiaan G. A. Viviers and
Ruud J. G. van Sloun and
Peter H. N. de With and
Fons van der Sommen},
title = {Efficient Out-of-Distribution Detection of Melanoma with Wavelet-based
Normalizing Flows},
journal = {CoRR},
volume = {abs/2208.04639},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.04639},
doi = {10.48550/ARXIV.2208.04639},
eprinttype = {arXiv},
eprint = {2208.04639},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-04639.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-03211,
author = {Christiaan G. A. Viviers and
Joel de Bruijn and
Lena Filatova and
Peter H. N. de With and
Fons van der Sommen},
title = {Towards real-time 6D pose estimation of objects in single-view cone-beam
X-ray},
journal = {CoRR},
volume = {abs/2211.03211},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.03211},
doi = {10.48550/ARXIV.2211.03211},
eprinttype = {arXiv},
eprint = {2211.03211},
timestamp = {Wed, 09 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-03211.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/FonollaZSSBMSSW21,
author = {Roger Fonolla and
Quirine E. W. van der Zander and
Ramon{-}Michel Schreuder and
Sharmila Subramaniam and
Pradeep Bhandari and
Ad A. M. Masclee and
Erik J. Schoon and
Fons van der Sommen and
Peter H. N. de With},
title = {Automatic image and text-based description for colorectal polyps using
{BASIC} classification},
journal = {Artif. Intell. Medicine},
volume = {121},
pages = {102178},
year = {2021},
url = {https://doi.org/10.1016/j.artmed.2021.102178},
doi = {10.1016/J.ARTMED.2021.102178},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/artmed/FonollaZSSBMSSW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/Zavala-Mondragon21,
author = {Luis Albert Zavala{-}Mondrag{\'{o}}n and
Peter H. N. de With and
Fons van der Sommen},
title = {Image Noise Reduction Based on a Fixed Wavelet Frame and CNNs Applied
to {CT}},
journal = {{IEEE} Trans. Image Process.},
volume = {30},
pages = {9386--9401},
year = {2021},
url = {https://doi.org/10.1109/TIP.2021.3125489},
doi = {10.1109/TIP.2021.3125489},
timestamp = {Mon, 13 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tip/Zavala-Mondragon21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/TaelmanCKSM21,
author = {Catherine Taelman and
Saloua Chlaily and
Eduard Khachatrian and
Fons van der Sommen and
Andrea Marinoni},
editor = {Gao Cong and
Maya Ramanath},
title = {On the Exploitation of Heterophily in Graph-Based Multimodal Remote
Sensing Data Analysis},
booktitle = {Proceedings of the {CIKM} 2021 Workshops co-located with 30th {ACM}
International Conference on Information and Knowledge Management {(CIKM}
2021), Gold Coast, Queensland, Australia, November 1-5, 2021},
series = {{CEUR} Workshop Proceedings},
volume = {3052},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-3052/short6.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:33 +0100},
biburl = {https://dblp.org/rec/conf/cikm/TaelmanCKSM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/KustersZBRWS21,
author = {Koen C. Kusters and
Luis Albert Zavala{-}Mondrag{\'{o}}n and
Javier Oliv{\'{a}}n Besc{\'{o}}s and
Peter M. J. Rongen and
Peter H. N. de With and
Fons van der Sommen},
title = {Conditional Generative Adversarial Networks for low-dose {CT} image
denoising aiming at preservation of critical image content},
booktitle = {43rd Annual International Conference of the {IEEE} Engineering in
Medicine {\&} Biology Society, {EMBC} 2021, Mexico, November 1-5,
2021},
pages = {2682--2687},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/EMBC46164.2021.9629600},
doi = {10.1109/EMBC46164.2021.9629600},
timestamp = {Mon, 13 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/embc/KustersZBRWS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/CornelissenPBJF21,
author = {Stefan Cornelissen and
Joost A. van der Putten and
T. G. W. Boers and
Jelmer B. Jukema and
Kiki N. Fockens and
Jacques J. G. H. M. Bergman and
Fons van der Sommen and
Peter H. N. de With},
title = {Evaluating Self-Supervised Learning Methods for Downstream Classification
of Neoplasia in Barrett's Esophagus},
booktitle = {2021 {IEEE} International Conference on Image Processing, {ICIP} 2021,
Anchorage, AK, USA, September 19-22, 2021},
pages = {66--70},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICIP42928.2021.9506121},
doi = {10.1109/ICIP42928.2021.9506121},
timestamp = {Tue, 26 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icip/CornelissenPBJF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/FonollaSSSSW21,
author = {Roger Fonolla and
Maciej Smyl and
Fons van der Sommen and
Ramon{-}Michel Schreuder and
Erik J. Schoon and
Peter H. N. de With},
editor = {Maciej A. Mazurowski and
Karen Drukker},
title = {Triplet network for classification of benign and pre-malignant polyps},
booktitle = {Medical Imaging 2021: Computer-Aided Diagnosis, Online, February 15-20,
2021},
series = {{SPIE} Proceedings},
volume = {11597},
publisher = {{SPIE}},
year = {2021},
url = {https://doi.org/10.1117/12.2577546},
doi = {10.1117/12.2577546},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/micad/FonollaSSSSW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/OkelSSPSBW21,
author = {Sanne E. Okel and
Fons van der Sommen and
Endi Selmanaj and
Joost van der Putten and
Maarten R. Struyvenberg and
Jacques J. G. H. M. Bergman and
Peter H. N. de With},
editor = {Maciej A. Mazurowski and
Karen Drukker},
title = {Tissue-border detection in volumetric laser endomicroscopy using bi-directional
gated recurrent neural networks},
booktitle = {Medical Imaging 2021: Computer-Aided Diagnosis, Online, February 15-20,
2021},
series = {{SPIE} Proceedings},
volume = {11597},
publisher = {{SPIE}},
year = {2021},
url = {https://doi.org/10.1117/12.2579751},
doi = {10.1117/12.2579751},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/micad/OkelSSPSBW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ValiuddinVSWS21,
author = {M. M. Amaan Valiuddin and
Christiaan G. A. Viviers and
Ruud J. G. van Sloun and
Peter H. N. de With and
Fons van der Sommen},
editor = {Carole H. Sudre and
Roxane Licandro and
Christian F. Baumgartner and
Andrew Melbourne and
Adrian V. Dalca and
Jana Hutter and
Ryutaro Tanno and
Esra Abaci Turk and
Koen Van Leemput and
Jordina Torrents{-}Barrena and
William M. Wells III and
Christopher K. Macgowan},
title = {Improving Aleatoric Uncertainty Quantification in Multi-annotated
Medical Image Segmentation with Normalizing Flows},
booktitle = {Uncertainty for Safe Utilization of Machine Learning in Medical Imaging,
and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd
International Workshop, {UNSURE} 2021, and 6th International Workshop,
{PIPPI} 2021 Held in Conjunction with {MICCAI} 2021, Strasbourg, France,
October 1, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12959},
pages = {75--88},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87735-4\_8},
doi = {10.1007/978-3-030-87735-4\_8},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/ValiuddinVSWS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miigp/ManniCSZSETFOCW21,
author = {Francesca Manni and
Chuchen Cai and
Fons van der Sommen and
Svitlana Zinger and
Caifeng Shan and
Erik Edstr{\"{o}}m and
Adrian Elmi Terander and
Himar Fabelo and
Samuel Ortega and
Gustavo Marrero Callic{\'{o}} and
Peter H. N. de With},
editor = {Cristian A. Linte and
Jeffrey H. Siewerdsen},
title = {Hyperspectral imaging for tissue classification in glioblastoma tumor
patients: a deep spectral-spatial approach},
booktitle = {Medical Imaging 2021: Image-Guided Procedures, Robotic Interventions,
and Modeling, Online, February 15-20, 2021},
series = {{SPIE} Proceedings},
volume = {11598},
publisher = {{SPIE}},
year = {2021},
url = {https://doi.org/10.1117/12.2580158},
doi = {10.1117/12.2580158},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miigp/ManniCSZSETFOCW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miigp/ManniFVLBBSW21,
author = {Francesca Manni and
Cyril J. Ferrer and
Celine E. C. Vincent and
Marco Lai and
Lambertus W. Bartels and
Clemens Bos and
Fons van der Sommen and
Peter H. N. de With},
editor = {Cristian A. Linte and
Jeffrey H. Siewerdsen},
title = {Augmented-reality visualization for improved patient positioning workflow
during {MR-HIFU} therapy},
booktitle = {Medical Imaging 2021: Image-Guided Procedures, Robotic Interventions,
and Modeling, Online, February 15-20, 2021},
series = {{SPIE} Proceedings},
volume = {11598},
publisher = {{SPIE}},
year = {2021},
url = {https://doi.org/10.1117/12.2580838},
doi = {10.1117/12.2580838},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miigp/ManniFVLBBSW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/SelmanajSOPSBW21,
author = {Endi Selmanaj and
Fons van der Sommen and
Sanne E. Okel and
Joost van der Putten and
Maarten R. Struyvenberg and
Jacques J. G. H. M. Bergman and
Peter H. N. de With},
editor = {Ivana Isgum and
Bennett A. Landman},
title = {Fast tissue detection in volumetric laser endomicroscopy using convolutional
neural networks: an object-detection approach},
booktitle = {Medical Imaging 2021: Image Processing, Online, February 15-19, 2021},
series = {{SPIE} Proceedings},
volume = {11596},
publisher = {{SPIE}},
year = {2021},
url = {https://doi.org/10.1117/12.2579573},
doi = {10.1117/12.2579573},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miip/SelmanajSOPSBW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/Zavala-Mondragon21,
author = {Luis Albert Zavala{-}Mondrag{\'{o}}n and
Klaus J. Engel and
Bernd Menser and
Danny Ruijters and
Peter H. N. de With and
Fons van der Sommen},
editor = {Ivana Isgum and
Bennett A. Landman},
title = {Iterative reconstruction anti-correlated {ROF} model for noise reduction
in dual-energy {CBCT} imaging},
booktitle = {Medical Imaging 2021: Image Processing, Online, February 15-19, 2021},
series = {{SPIE} Proceedings},
volume = {11596},
publisher = {{SPIE}},
year = {2021},
url = {https://doi.org/10.1117/12.2579500},
doi = {10.1117/12.2579500},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miip/Zavala-Mondragon21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-02155,
author = {M. M. Amaan Valiuddin and
Christiaan G. A. Viviers and
Ruud J. G. van Sloun and
Peter H. N. de With and
Fons van der Sommen},
title = {Improving Aleatoric Uncertainty Quantification in Multi-Annotated
Medical ImageSegmentation with Normalizing Flows},
journal = {CoRR},
volume = {abs/2108.02155},
year = {2021},
url = {https://arxiv.org/abs/2108.02155},
eprinttype = {arXiv},
eprint = {2108.02155},
timestamp = {Mon, 04 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-02155.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/PuttenSW20,
author = {Joost van der Putten and
Fons van der Sommen and
Peter H. N. de With},
title = {Efficient Decoder Reduction for a Variety of Encoder-Decoder Problems},
journal = {{IEEE} Access},
volume = {8},
pages = {169444--169455},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.3020360},
doi = {10.1109/ACCESS.2020.3020360},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/PuttenSW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/PuttenGSBFCSBSW20,
author = {Joost van der Putten and
Jeroen de Groof and
Maarten R. Struyvenberg and
Tim Boers and
Kiki Fockens and
Wouter L. Curvers and
Erik J. Schoon and
Jacques J. Bergman and
Fons van der Sommen and
Peter H. N. de With},
title = {Multi-stage domain-specific pretraining for improved detection and
localization of Barrett's neoplasia: {A} comprehensive clinically
validated study},
journal = {Artif. Intell. Medicine},
volume = {107},
pages = {101914},
year = {2020},
url = {https://doi.org/10.1016/j.artmed.2020.101914},
doi = {10.1016/J.ARTMED.2020.101914},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/artmed/PuttenGSBFCSBSW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmig/PuttenSGSCSBWS20,
author = {Joost van der Putten and
Maarten R. Struyvenberg and
Jeroen de Groof and
Thom Scheeve and
Wouter L. Curvers and
Erik J. Schoon and
Jacques J. G. H. M. Bergman and
Peter H. N. de With and
Fons van der Sommen},
title = {Deep principal dimension encoding for the classification of early
neoplasia in Barrett's Esophagus with volumetric laser endomicroscopy},
journal = {Comput. Medical Imaging Graph.},
volume = {80},
pages = {101701},
year = {2020},
url = {https://doi.org/10.1016/j.compmedimag.2020.101701},
doi = {10.1016/J.COMPMEDIMAG.2020.101701},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cmig/PuttenSGSCSBWS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/PuttenSGSZCSBW20,
author = {Joost van der Putten and
Fons van der Sommen and
Jeroen de Groof and
Maarten R. Struyvenberg and
Svitlana Zinger and
Wouter L. Curvers and
Erik J. Schoon and
Jacques J. Bergman and
Peter H. N. de With},
title = {Modeling clinical assessor intervariability using deep hypersphere
encoder-decoder networks},
journal = {Neural Comput. Appl.},
volume = {32},
number = {14},
pages = {10705--10717},
year = {2020},
url = {https://doi.org/10.1007/s00521-019-04607-w},
doi = {10.1007/S00521-019-04607-W},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/PuttenSGSZCSBW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/ManniTBPEHSZSW20,
author = {Francesca Manni and
Adrian Elmi Terander and
Gustav Burstr{\"{o}}m and
Oscar Persson and
Erik Edstr{\"{o}}m and
Ronald Holthuizen and
Caifeng Shan and
Svitlana Zinger and
Fons van der Sommen and
Peter H. N. de With},
title = {Towards Optical Imaging for Spine Tracking without Markers in Navigated
Spine Surgery},
journal = {Sensors},
volume = {20},
number = {13},
pages = {3641},
year = {2020},
url = {https://doi.org/10.3390/s20133641},
doi = {10.3390/S20133641},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/ManniTBPEHSZSW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/BoersPSFJSSBW20,
author = {Tim Boers and
Joost van der Putten and
Maarten R. Struyvenberg and
Kiki Fockens and
Jelmer Jukema and
Erik J. Schoon and
Fons van der Sommen and
Jacques J. Bergman and
Peter H. N. de With},
title = {Improving Temporal Stability and Accuracy for Endoscopic Video Tissue
Classification Using Recurrent Neural Networks},
journal = {Sensors},
volume = {20},
number = {15},
pages = {4133},
year = {2020},
url = {https://doi.org/10.3390/s20154133},
doi = {10.3390/S20154133},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/BoersPSFJSSBW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/ManniSFZSETOCW20,
author = {Francesca Manni and
Fons van der Sommen and
Himar Fabelo and
Svitlana Zinger and
Caifeng Shan and
Erik Edstr{\"{o}}m and
Adrian Elmi Terander and
Samuel Ortega and
Gustavo Marrero Callic{\'{o}} and
Peter H. N. de With},
title = {Hyperspectral Imaging for Glioblastoma Surgery: Improving Tumor Identification
Using a Deep Spectral-Spatial Approach},
journal = {Sensors},
volume = {20},
number = {23},
pages = {6955},
year = {2020},
url = {https://doi.org/10.3390/s20236955},
doi = {10.3390/S20236955},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/ManniSFZSETOCW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/ManniFSZSKKRW20,
author = {Francesca Manni and
Roger Fonoll{\'{a}} and
Fons van der Sommen and
Svitlana Zinger and
Caifeng Shan and
Esther Kho and
Susan G. Brouwer de Koning and
Theo Ruers and
Peter H. N. de With},
title = {Hyperspectral imaging for colon cancer classification in surgical
specimens: towards optical biopsy during image-guided surgery},
booktitle = {42nd Annual International Conference of the {IEEE} Engineering in
Medicine {\&} Biology Society, {EMBC} 2020, Montreal, QC, Canada,
July 20-24, 2020},
pages = {1169--1173},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/EMBC44109.2020.9176543},
doi = {10.1109/EMBC44109.2020.9176543},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/embc/ManniFSZSKKRW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/Zavala-Mondragon20,
author = {Luis Albert Zavala{-}Mondrag{\'{o}}n and
Fons van der Sommen and
Danny Ruijters and
Klaus J. Engel and
Heidrun Steinhauser and
Peter H. N. de With},
title = {Robust Algorithm for Denoising of Photon-Limited Dual-Energy Cone
Beam {CT} Projections},
booktitle = {17th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2020, Iowa City, IA, USA, April 3-7, 2020},
pages = {867--871},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ISBI45749.2020.9098442},
doi = {10.1109/ISBI45749.2020.9098442},
timestamp = {Mon, 13 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isbi/Zavala-Mondragon20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/PuttenGSSZCSBW20,
author = {Joost van der Putten and
Jeroen de Groof and
Fons van der Sommen and
Maarten R. Struyvenberg and
Svitlana Zinger and
Wouter L. Curvers and
Erik J. Schoon and
Jacques J. Bergman and
Peter H. N. de With},
editor = {Horst K. Hahn and
Maciej A. Mazurowski},
title = {First steps into endoscopic video analysis for Barrett's cancer detection:
challenges and opportunities},
booktitle = {Medical Imaging 2020: Computer-Aided Diagnosis, Houston, TX, USA,
February 16-19, 2020},
series = {{SPIE} Proceedings},
volume = {11314},
publisher = {{SPIE}},
year = {2020},
url = {https://doi.org/10.1117/12.2544229},
doi = {10.1117/12.2544229},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/micad/PuttenGSSZCSBW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/VerhagePSGSW20,
author = {Levi Verhage and
Joost van der Putten and
Fons van der Sommen and
Jeroen de Groof and
Maarten R. Struyvenberg and
Peter H. N. de With},
editor = {Horst K. Hahn and
Maciej A. Mazurowski},
title = {The field effect in Barrett's Esophagus: a macroscopic view using
white light endoscopy and deep learning},
booktitle = {Medical Imaging 2020: Computer-Aided Diagnosis, Houston, TX, USA,
February 16-19, 2020},
series = {{SPIE} Proceedings},
volume = {11314},
publisher = {{SPIE}},
year = {2020},
url = {https://doi.org/10.1117/12.2549391},
doi = {10.1117/12.2549391},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/micad/VerhagePSGSW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/BoersPGSFCSSBW20,
author = {T. G. W. Boers and
Joost van der Putten and
Jeroen de Groof and
Maarten R. Struyvenberg and
Kiki Fockens and
Wouter L. Curvers and
Erik J. Schoon and
Fons van der Sommen and
Jacques J. Bergman and
Peter H. N. de With},
editor = {Ivana Isgum and
Bennett A. Landman},
title = {Detection of frame informativeness in endoscopic videos using image
quality and recurrent neural networks},
booktitle = {Medical Imaging 2020: Image Processing, Houston, TX, USA, February
15-20, 2020},
series = {{SPIE} Proceedings},
volume = {11313},
pages = {1131315},
publisher = {{SPIE}},
year = {2020},
url = {https://doi.org/10.1117/12.2545734},
doi = {10.1117/12.2545734},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miip/BoersPGSFCSSBW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/PuttenSW20,
author = {Joost van der Putten and
Fons van der Sommen and
Peter H. N. de With},
editor = {Ivana Isgum and
Bennett A. Landman},
title = {Influence of decoder size for binary segmentation tasks in medical
imaging},
booktitle = {Medical Imaging 2020: Image Processing, Houston, TX, USA, February
15-20, 2020},
series = {{SPIE} Proceedings},
volume = {11313},
pages = {1131318},
publisher = {{SPIE}},
year = {2020},
url = {https://doi.org/10.1117/12.2542199},
doi = {10.1117/12.2542199},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miip/PuttenSW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/Zavala-Mondragon20,
author = {Luis Albert Zavala{-}Mondrag{\'{o}}n and
Danny Ruijters and
Peter van de Haar and
Peter H. N. de With and
Fons van der Sommen},
title = {Dual-Energy {CBCT} Pre-Spectral-Decomposition Filtering with Wavelet
Shrinkage Networks},
booktitle = {30th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2020, Espoo, Finland, September 21-24, 2020},
pages = {1--6},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/MLSP49062.2020.9231535},
doi = {10.1109/MLSP49062.2020.9231535},
timestamp = {Mon, 13 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/Zavala-Mondragon20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/ManniLHZSSMBTEW19,
author = {Francesca Manni and
Xin Liu and
Ronald Holthuizen and
Svitlana Zinger and
Fons van der Sommen and
Caifeng Shan and
Marco Mamprin and
Gustav Burstr{\"{o}}m and
Adrian Elmi Terander and
Erik Edstr{\"{o}}m and
Peter H. N. de With},
title = {Towards non-invasive patient tracking: optical image analysis for
spine tracking during spinal surgery procedures},
booktitle = {41st Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2019, Berlin, Germany, July 23-27,
2019},
pages = {3909--3914},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/EMBC.2019.8856304},
doi = {10.1109/EMBC.2019.8856304},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/embc/ManniLHZSSMBTEW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/GrinsvenSSSSW19,
author = {Michelle C. A. van Grinsven and
Thom Scheeve and
Ramon{-}Michel Schreuder and
Fons van der Sommen and
Erik J. Schoon and
Peter H. N. de With},
title = {Image Features for Automated Colorectal Polyp Classification Based
on Clinical Prediction Models},
booktitle = {2019 {IEEE} International Conference on Image Processing, {ICIP} 2019,
Taipei, Taiwan, September 22-25, 2019},
pages = {210--214},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICIP.2019.8803822},
doi = {10.1109/ICIP.2019.8803822},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icip/GrinsvenSSSSW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/PuttenGSSZCSBW19,
author = {Joost van der Putten and
Jeroen de Groof and
Fons van der Sommen and
Maarten R. Struyvenberg and
Svitlana Zinger and
Wouter L. Curvers and
Erik J. Schoon and
Jacques J. Bergman and
Peter H. N. de With},
title = {Informative Frame Classification of Endoscopic Videos Using Convolutional
Neural Networks and Hidden Markov Models},
booktitle = {2019 {IEEE} International Conference on Image Processing, {ICIP} 2019,
Taipei, Taiwan, September 22-25, 2019},
pages = {380--384},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICIP.2019.8802947},
doi = {10.1109/ICIP.2019.8802947},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icip/PuttenGSSZCSBW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/FonollaSSSW19,
author = {Roger Fonoll{\'{a}} and
Fons van der Sommen and
Ramon{-}Michel Schreuder and
Erik J. Schoon and
Peter H. N. de With},
title = {Multi-Modal Classification of Polyp Malignancy using {CNN} Features
with Balanced Class Augmentation},
booktitle = {16th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2019, Venice, Italy, April 8-11, 2019},
pages = {74--78},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ISBI.2019.8759320},
doi = {10.1109/ISBI.2019.8759320},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/FonollaSSSW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/ZanjaniPZSTBVEH19,
author = {Farhad Ghazvinian Zanjani and
Andreas Panteli and
Svitlana Zinger and
Fons van der Sommen and
Tao Tan and
Benjamin Balluff and
D. R. Naomi Vos and
Shane R. Ellis and
Ron M. A. Heeren and
Marit Lucas and
Henk A. Marquering and
Ivo G. H. Jansen and
C. D. Savci{-}Heijink and
Daniel M. de Bruin and
Peter H. N. de With},
title = {Cancer Detection in Mass Spectrometry Imaging Data by Recurrent Neural
Networks},
booktitle = {16th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2019, Venice, Italy, April 8-11, 2019},
pages = {674--678},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ISBI.2019.8759571},
doi = {10.1109/ISBI.2019.8759571},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isbi/ZanjaniPZSTBVEH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/PuttenWGSSSZCSB19,
author = {Joost van der Putten and
Rogier R. Wildeboer and
Jeroen de Groof and
Ruud van Sloun and
Maarten R. Struyvenberg and
Fons van der Sommen and
Svitlana Zinger and
Wouter L. Curvers and
Erik J. Schoon and
Jacques J. Bergman and
Peter H. N. de With},
title = {Deep Learning Biopsy Marking of Early Neoplasia in Barrett's Esophagus
by Combining {WLE} and {BLI} Modalities},
booktitle = {16th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2019, Venice, Italy, April 8-11, 2019},
pages = {1127--1131},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ISBI.2019.8759431},
doi = {10.1109/ISBI.2019.8759431},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isbi/PuttenWGSSSZCSB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/ScheeveSCGSBSW19,
author = {Thom Scheeve and
Maarten R. Struyvenberg and
Wouter L. Curvers and
Albert J. de Groof and
Erik J. Schoon and
Jacques J. G. H. M. Bergman and
Fons van der Sommen and
Peter H. N. de With},
editor = {Kensaku Mori and
Horst K. Hahn},
title = {A novel clinical gland feature for detection of early Barrett's neoplasia
using volumetric laser endomicroscopy},
booktitle = {Medical Imaging 2019: Computer-Aided Diagnosis, San Diego, California,
United States, 16-21 February 2019},
series = {{SPIE} Proceedings},
volume = {10950},
pages = {109501Y},
publisher = {{SPIE}},
year = {2019},
url = {https://doi.org/10.1117/12.2508244},
doi = {10.1117/12.2508244},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/micad/ScheeveSCGSBSW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/ScheeveSSIDSW19,
author = {Thom Scheeve and
Ramon{-}Michel Schreuder and
Fons van der Sommen and
Joep E. G. IJspeert and
Evelien Dekker and
Erik J. Schoon and
Peter H. N. de With},
editor = {Kensaku Mori and
Horst K. Hahn},
title = {Computer-aided classification of colorectal polyps using blue-light
and linked-color imaging},
booktitle = {Medical Imaging 2019: Computer-Aided Diagnosis, San Diego, California,
United States, 16-21 February 2019},
series = {{SPIE} Proceedings},
volume = {10950},
pages = {1095012},
publisher = {{SPIE}},
year = {2019},
url = {https://doi.org/10.1117/12.2508223},
doi = {10.1117/12.2508223},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/micad/ScheeveSSIDSW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/PuttenGSSZCSBW19,
author = {Joost van der Putten and
Jeroen de Groof and
Fons van der Sommen and
Maarten R. Struyvenberg and
Svitlana Zinger and
Wouter L. Curvers and
Erik J. Schoon and
Jacques J. Bergman and
Peter H. N. de With},
editor = {Heung{-}Il Suk and
Mingxia Liu and
Pingkun Yan and
Chunfeng Lian},
title = {Pseudo-labeled Bootstrapping and Multi-stage Transfer Learning for
the Classification and Localization of Dysplasia in Barrett's Esophagus},
booktitle = {Machine Learning in Medical Imaging - 10th International Workshop,
{MLMI} 2019, Held in Conjunction with {MICCAI} 2019, Shenzhen, China,
October 13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11861},
pages = {169--177},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-32692-0\_20},
doi = {10.1007/978-3-030-32692-0\_20},
timestamp = {Tue, 18 Jan 2022 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/miccai/PuttenGSSZCSBW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midp/KersbergenZZSBV19,
author = {J. van Kersbergen and
Farhad Ghazvinian Zanjani and
Sveta Zinger and
Fons van der Sommen and
Benjamin Balluff and
D. R. Naomi Vos and
Shane R. Ellis and
Ron M. A. Heeren and
Marit Lucas and
Henk A. Marquering and
Ivo G. H. Jansen and
C. D. Savci{-}Heijink and
Daniel M. de Bruin and
Peter H. N. de With},
editor = {John E. Tomaszewski and
Aaron D. Ward},
title = {Cancer detection in mass spectrometry imaging data by dilated convolutional
neural networks},
booktitle = {Medical Imaging 2019: Digital Pathology, San Diego, California, United
States, 16-21 February 2019},
series = {{SPIE} Proceedings},
volume = {10956},
pages = {109560I},
publisher = {{SPIE}},
year = {2019},
url = {https://doi.org/10.1117/12.2512360},
doi = {10.1117/12.2512360},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/midp/KersbergenZZSBV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miigp/ManniSZKKRSSW19,
author = {Francesca Manni and
Fons van der Sommen and
Sveta Zinger and
Esther Kho and
Susan G. Brouwer de Koning and
Theo Ruers and
Caifeng Shan and
Jean Schleipen and
Peter H. N. de With},
editor = {Baowei Fei and
Cristian A. Linte},
title = {Automated tumor assessment of squamous cell carcinoma on tongue cancer
patients with hyperspectral imaging},
booktitle = {Medical Imaging 2019: Image-Guided Procedures, Robotic Interventions,
and Modeling, San Diego, CA, USA, 16-21 February 2019},
series = {{SPIE} Proceedings},
volume = {10951},
pages = {109512K},
publisher = {{SPIE}},
year = {2019},
url = {https://doi.org/10.1117/12.2512238},
doi = {10.1117/12.2512238},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miigp/ManniSZKKRSSW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/PuttenSSGCSBW19,
author = {Joost van der Putten and
Fons van der Sommen and
Maarten R. Struyvenberg and
Jeroen de Groof and
Wouter L. Curvers and
Erik J. Schoon and
Jacques J. G. H. M. Bergman and
Peter H. N. de With},
editor = {Elsa D. Angelini and
Bennett A. Landman},
title = {Tissue segmentation in volumetric laser endomicroscopy data using
FusionNet and a domain-specific loss function},
booktitle = {Medical Imaging 2019: Image Processing, San Diego, California, United
States, 16-21 February 2019},
series = {{SPIE} Proceedings},
volume = {10949},
pages = {109492J},
publisher = {{SPIE}},
year = {2019},
url = {https://doi.org/10.1117/12.2512192},
doi = {10.1117/12.2512192},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miip/PuttenSSGCSBW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmig/SommenKSZCBSW18,
author = {Fons van der Sommen and
Sander Klomp and
Anne{-}Fr{\'{e}} Swager and
Svitlana Zinger and
Wouter L. Curvers and
Jacques J. Bergman and
Erik J. Schoon and
Peter H. N. de With},
title = {Predictive features for early cancer detection in Barrett's esophagus
using Volumetric Laser Endomicroscopy},
journal = {Comput. Medical Imaging Graph.},
volume = {67},
pages = {9--20},
year = {2018},
url = {https://doi.org/10.1016/j.compmedimag.2018.02.007},
doi = {10.1016/J.COMPMEDIMAG.2018.02.007},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cmig/SommenKSZCBSW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdsc/PuttenSZBKW18,
author = {Joost van der Putten and
Fons van der Sommen and
Svitlana Zinger and
Daniel M. de Bruin and
Guido Kamphuis and
Peter H. N. de With},
editor = {Lukas Esterle and
Andrea Prati and
Senem Velipasalar and
V{\'{\i}}ctor M. Brea and
Caifeng Shan},
title = {Bladder Cancer Segmentation on Multispectral Images},
booktitle = {Proceedings of the 12th International Conference on Distributed Smart
Cameras, {ICDSC} 2018, Eindhoven, The Netherlands, September 3-4,
2018},
pages = {13:1--13:4},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3243394.3243702},
doi = {10.1145/3243394.3243702},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdsc/PuttenSZBKW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/RielSZSW18,
author = {Sjors van Riel and
Fons van der Sommen and
Sveta Zinger and
Erik J. Schoon and
Peter H. N. de With},
title = {Automatic Detection of Early Esophageal Cancer with {CNNS} Using Transfer
Learning},
booktitle = {2018 {IEEE} International Conference on Image Processing, {ICIP} 2018,
Athens, Greece, October 7-10, 2018},
pages = {1383--1387},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICIP.2018.8451771},
doi = {10.1109/ICIP.2018.8451771},
timestamp = {Mon, 24 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icip/RielSZSW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/PuttenZSWPH18,
author = {Joost van der Putten and
Svitlana Zinger and
Fons van der Sommen and
Peter H. N. de With and
Mathias Prokop and
John Hermans},
editor = {Nicholas A. Petrick and
Kensaku Mori},
title = {Quantitative {CT} based radiomics as predictor of resectability of
pancreatic adenocarcinoma},
booktitle = {Medical Imaging 2018: Computer-Aided Diagnosis, Houston, Texas, USA,
10-15 February 2018},
series = {{SPIE} Proceedings},
volume = {10575},
pages = {105753O},
publisher = {{SPIE}},
year = {2018},
url = {https://doi.org/10.1117/12.2291746},
doi = {10.1117/12.2291746},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/micad/PuttenZSWPH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ReinkeEOSSFBLMM18,
author = {Annika Reinke and
Matthias Eisenmann and
Sinan Onogur and
Marko Stankovic and
Patrick Scholz and
Peter M. Full and
Hrvoje Bogunovic and
Bennett A. Landman and
Oskar Maier and
Bjoern H. Menze and
Gregory C. Sharp and
Korsuk Sirinukunwattana and
Stefanie Speidel and
Fons van der Sommen and
Guoyan Zheng and
Henning M{\"{u}}ller and
Michal Kozubek and
Tal Arbel and
Andrew P. Bradley and
Pierre Jannin and
Annette Kopp{-}Schneider and
Lena Maier{-}Hein},
editor = {Alejandro F. Frangi and
Julia A. Schnabel and
Christos Davatzikos and
Carlos Alberola{-}L{\'{o}}pez and
Gabor Fichtinger},
title = {How to Exploit Weaknesses in Biomedical Challenge Design and Organization},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2018 - 21st International Conference, Granada, Spain, September 16-20,
2018, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {11073},
pages = {388--395},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00937-3\_45},
doi = {10.1007/978-3-030-00937-3\_45},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/ReinkeEOSSFBLMM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-02051,
author = {Lena Maier{-}Hein and
Matthias Eisenmann and
Annika Reinke and
Sinan Onogur and
Marko Stankovic and
Patrick Scholz and
Tal Arbel and
Hrvoje Bogunovic and
Andrew P. Bradley and
Aaron Carass and
Carolin Feldmann and
Alejandro F. Frangi and
Peter M. Full and
Bram van Ginneken and
Allan Hanbury and
Katrin Honauer and
Michal Kozubek and
Bennett A. Landman and
Keno M{\"{a}}rz and
Oskar Maier and
Klaus H. Maier{-}Hein and
Bjoern H. Menze and
Henning M{\"{u}}ller and
Peter F. Neher and
Wiro J. Niessen and
Nasir M. Rajpoot and
Gregory C. Sharp and
Korsuk Sirinukunwattana and
Stefanie Speidel and
Christian Stock and
Danail Stoyanov and
Abdel Aziz Taha and
Fons van der Sommen and
Ching{-}Wei Wang and
Marc{-}Andr{\'{e}} Weber and
Guoyan Zheng and
Pierre Jannin and
Annette Kopp{-}Schneider},
title = {Is the winner really the best? {A} critical analysis of common research
practice in biomedical image analysis competitions},
journal = {CoRR},
volume = {abs/1806.02051},
year = {2018},
url = {http://arxiv.org/abs/1806.02051},
eprinttype = {arXiv},
eprint = {1806.02051},
timestamp = {Mon, 13 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-02051.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/RikosSSZSCBW17,
author = {Alexandros Rikos and
Fons van der Sommen and
Anne{-}Fr{\'{e}} Swager and
Svitlana Zinger and
Erik J. Schoon and
Wouter L. Curvers and
Jacques J. Bergman and
Peter H. N. de With},
editor = {Panagiotis D. Bamidis and
Stathis Th. Konstantinidis and
Pedro Pereira Rodrigues},
title = {Improved Barrett's Cancer Detection in Volumetric Laser Endomicroscopy
Scans Using Multiple-Frame Voting},
booktitle = {30th {IEEE} International Symposium on Computer-Based Medical Systems,
{CBMS} 2017, Thessaloniki, Greece, June 22-24, 2017},
pages = {708--713},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/CBMS.2017.31},
doi = {10.1109/CBMS.2017.31},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cbms/RikosSSZSCBW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/KlompSSZSCBW17,
author = {Sander Klomp and
Fons van der Sommen and
Anne{-}Fr{\'{e}} Swager and
Svitlana Zinger and
Erik J. Schoon and
Wouter L. Curvers and
Jacques J. Bergman and
Peter H. N. de With},
editor = {Samuel G. Armato III and
Nicholas A. Petrick},
title = {Evaluation of image features and classification methods for Barrett's
cancer detection using {VLE} imaging},
booktitle = {Medical Imaging 2017: Computer-Aided Diagnosis, Orlando, Florida,
United States, 11-16 February 2017},
series = {{SPIE} Proceedings},
volume = {10134},
pages = {101340D},
publisher = {{SPIE}},
year = {2017},
url = {https://doi.org/10.1117/12.2253860},
doi = {10.1117/12.2253860},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/micad/KlompSSZSCBW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ImminkBCCWGGGGG17,
author = {Kees A. Schouhamer Immink and
Stan Baggen and
Ferdaous Chaabane and
Yanling Chen and
Peter H. N. de With and
H{\'{e}}la Gassara and
Hamed Gharbi and
Adel Ghazel and
Khaled Grati and
Naira M. Grigoryan and
Ashot N. Harutyunyan and
Masayuki Imanishi and
Mitsugu Iwamoto and
Ken{-}ichi Iwata and
Hiroshi Kamabe and
Brian M. Kurkoski and
Shigeaki Kuzuoka and
Patrick Langenhuizen and
Jan Lewandowsky and
Akiko Manada and
Shigeki Miyake and
Hiroyoshi Morita and
Jun Muramatsu and
Safa Najjar and
Arnak V. Poghosyan and
Fatma Rouissi and
Yuta Sakai and
Ulrich Tamm and
Joost van der Putten and
Fons van der Sommen and
A. J. Han Vinck and
Tadashi Wadayama and
Dirk W{\"{u}}bben and
Hirosuke Yamamoto},
title = {Proceedings of Workshop {AEW10:} Concepts in Information Theory and
Communications},
journal = {CoRR},
volume = {abs/1707.08567},
year = {2017},
url = {http://arxiv.org/abs/1707.08567},
eprinttype = {arXiv},
eprint = {1707.08567},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ImminkBCCWGGGGG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/DongenSZSW16,
author = {Norbertus Christianus van Dongen and
Fons van der Sommen and
Svitlana Zinger and
Erik J. Schoon and
Peter H. N. de With},
title = {Automatic assessment of informative frames in endoscopic video},
booktitle = {13th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2016, Prague, Czech Republic, April 13-16, 2016},
pages = {119--122},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ISBI.2016.7493225},
doi = {10.1109/ISBI.2016.7493225},
timestamp = {Tue, 02 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isbi/DongenSZSW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/JanseSZSW16,
author = {Markus H. A. Janse and
Fons van der Sommen and
Svitlana Zinger and
Erik J. Schoon and
Peter H. N. de With},
editor = {Georgia D. Tourassi and
Samuel G. Armato III},
title = {Early esophageal cancer detection using {RF} classifiers},
booktitle = {Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California,
United States, 27 February - 3 March 2016},
series = {{SPIE} Proceedings},
volume = {9785},
pages = {97851D},
publisher = {{SPIE}},
year = {2016},
url = {https://doi.org/10.1117/12.2208583},
doi = {10.1117/12.2208583},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/micad/JanseSZSW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/SommenZSW16,
author = {Fons van der Sommen and
Svitlana Zinger and
Erik J. Schoon and
Peter H. N. de With},
editor = {Georgia D. Tourassi and
Samuel G. Armato III},
title = {Sweet-spot training for early esophageal cancer detection},
booktitle = {Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California,
United States, 27 February - 3 March 2016},
series = {{SPIE} Proceedings},
volume = {9785},
pages = {97851B},
publisher = {{SPIE}},
year = {2016},
url = {https://doi.org/10.1117/12.2208114},
doi = {10.1117/12.2208114},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/micad/SommenZSW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miigp/SommenZW16,
author = {Fons van der Sommen and
Sveta Zinger and
Peter H. N. de With},
editor = {Robert J. Webster III and
Ziv R. Yaniv},
title = {Accurate biopsy-needle depth estimation in limited-angle tomography
using multi-view geometry},
booktitle = {Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions,
and Modeling, San Diego, California, United States, 27 February -
3 March 2016},
series = {{SPIE} Proceedings},
volume = {9786},
pages = {97860D},
publisher = {{SPIE}},
year = {2016},
url = {https://doi.org/10.1117/12.2214450},
doi = {10.1117/12.2214450},
timestamp = {Wed, 22 Feb 2023 21:12:03 +0100},
biburl = {https://dblp.org/rec/conf/miigp/SommenZW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/PieckSZW15,
author = {Martin A. R. Pieck and
Fons van der Sommen and
Svitlana Zinger and
Peter H. N. de With},
title = {Real-time semantic context labeling for image understanding},
booktitle = {2015 {IEEE} International Conference on Image Processing, {ICIP} 2015,
Quebec City, QC, Canada, September 27-30, 2015},
pages = {3180--3184},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICIP.2015.7351390},
doi = {10.1109/ICIP.2015.7351390},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icip/PieckSZW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/SommenZSW14,
author = {Fons van der Sommen and
Svitlana Zinger and
Erik J. Schoon and
Peter H. N. de With},
title = {Supportive automatic annotation of early esophageal cancer using local
gabor and color features},
journal = {Neurocomputing},
volume = {144},
pages = {92--106},
year = {2014},
url = {https://doi.org/10.1016/j.neucom.2014.02.066},
doi = {10.1016/J.NEUCOM.2014.02.066},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/SommenZSW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/SommenZSW13,
author = {Fons van der Sommen and
Svitlana Zinger and
Erik J. Schoon and
Peter H. N. de With},
editor = {Carol L. Novak and
Stephen R. Aylward},
title = {Computer-aided detection of early cancer in the esophagus using {HD}
endoscopy images},
booktitle = {Medical Imaging 2013: Computer-Aided Diagnosis, Lake Buena Vista (Orlando
Area), Florida, United States, 9-14 February 2013},
series = {{SPIE} Proceedings},
volume = {8670},
pages = {86700V},
publisher = {{SPIE}},
year = {2013},
url = {https://doi.org/10.1117/12.2001068},
doi = {10.1117/12.2001068},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/micad/SommenZSW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/visapp/SetioSZSW13,
author = {Arnaud A. A. Setio and
Fons van der Sommen and
Svitlana Zinger and
Erik J. Schoon and
Peter H. N. de With},
editor = {Sebastiano Battiato and
Jos{\'{e}} Braz},
title = {Evaluation and Comparison of Textural Feature Representation for the
Detection of Early Stage Cancer in Endoscopy},
booktitle = {{VISAPP} 2013 - Proceedings of the International Conference on Computer
Vision Theory and Applications, Volume 1, Barcelona, Spain, 21-24
February, 2013},
pages = {238--243},
publisher = {SciTePress},
year = {2013},
timestamp = {Sun, 14 Jul 2013 10:47:58 +0200},
biburl = {https://dblp.org/rec/conf/visapp/SetioSZSW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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