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export results for "toc:db/conf/tml4h/tml4h2023.bht:"
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@inproceedings{DBLP:conf/tml4h/ChengLWJSA23,
author = {Yanqi Cheng and
Lihao Liu and
Shujun Wang and
Yueming Jin and
Carola{-}Bibiane Sch{\"{o}}nlieb and
Angelica I. Avil{\'{e}}s{-}Rivero},
editor = {Hao Chen and
Luyang Luo},
title = {Why Deep Surgical Models Fail?: Revisiting Surgical Action Triplet
Recognition Through the Lens of Robustness},
booktitle = {Trustworthy Machine Learning for Healthcare - First International
Workshop, {TML4H} 2023, Virtual Event, May 4, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13932},
pages = {177--189},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39539-0\_15},
doi = {10.1007/978-3-031-39539-0\_15},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tml4h/ChengLWJSA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tml4h/ChienHT23,
author = {Isabel Chien and
Javier Gonz{\'{a}}lez Hern{\'{a}}ndez and
Richard E. Turner},
editor = {Hao Chen and
Luyang Luo},
title = {Safe Exploration in Dose Finding Clinical Trials with Heterogeneous
Participants},
booktitle = {Trustworthy Machine Learning for Healthcare - First International
Workshop, {TML4H} 2023, Virtual Event, May 4, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13932},
pages = {51--59},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39539-0\_5},
doi = {10.1007/978-3-031-39539-0\_5},
timestamp = {Sat, 12 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tml4h/ChienHT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tml4h/EfstathiadisEKOL23,
author = {Georgios Efstathiadis and
Patrick Emedom{-}Nnamdi and
Arinbj{\"{o}}rn Kolbeinsson and
Jukka{-}Pekka Onnela and
Junwei Lu},
editor = {Hao Chen and
Luyang Luo},
title = {{STASIS:} Reinforcement Learning Simulators for Human-Centric Real-World
Environments},
booktitle = {Trustworthy Machine Learning for Healthcare - First International
Workshop, {TML4H} 2023, Virtual Event, May 4, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13932},
pages = {85--92},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39539-0\_8},
doi = {10.1007/978-3-031-39539-0\_8},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tml4h/EfstathiadisEKOL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tml4h/FranceschiZZDAMDS23,
author = {Luca Franceschi and
Cemre Zor and
Muhammad Bilal Zafar and
Gianluca Detommaso and
C{\'{e}}dric Archambeau and
Tamas Madl and
Michele Donini and
Matthias W. Seeger},
editor = {Hao Chen and
Luyang Luo},
title = {Explaining Multiclass Classifiers with Categorical Values: {A} Case
Study in Radiography},
booktitle = {Trustworthy Machine Learning for Healthcare - First International
Workshop, {TML4H} 2023, Virtual Event, May 4, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13932},
pages = {11--24},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39539-0\_2},
doi = {10.1007/978-3-031-39539-0\_2},
timestamp = {Sat, 12 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tml4h/FranceschiZZDAMDS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tml4h/GuerraManzanaresLMS23,
author = {Alejandro Guerra{-}Manzanares and
L. Julian Lechuga Lopez and
Michail Maniatakos and
Farah E. Shamout},
editor = {Hao Chen and
Luyang Luo},
title = {Privacy-Preserving Machine Learning for Healthcare: Open Challenges
and Future Perspectives},
booktitle = {Trustworthy Machine Learning for Healthcare - First International
Workshop, {TML4H} 2023, Virtual Event, May 4, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13932},
pages = {25--40},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39539-0\_3},
doi = {10.1007/978-3-031-39539-0\_3},
timestamp = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tml4h/GuerraManzanaresLMS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tml4h/HemkerSJ23,
author = {Konstantin Hemker and
Zohreh Shams and
Mateja Jamnik},
editor = {Hao Chen and
Luyang Luo},
title = {CGXplain: Rule-Based Deep Neural Network Explanations Using Dual Linear
Programs},
booktitle = {Trustworthy Machine Learning for Healthcare - First International
Workshop, {TML4H} 2023, Virtual Event, May 4, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13932},
pages = {60--72},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39539-0\_6},
doi = {10.1007/978-3-031-39539-0\_6},
timestamp = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tml4h/HemkerSJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tml4h/KellerDM23,
author = {Piotr Keller and
Muhammad Dawood and
Fayyaz ul Amir Afsar Minhas},
editor = {Hao Chen and
Luyang Luo},
title = {Do Tissue Source Sites Leave Identifiable Signatures in Whole Slide
Images Beyond Staining?},
booktitle = {Trustworthy Machine Learning for Healthcare - First International
Workshop, {TML4H} 2023, Virtual Event, May 4, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13932},
pages = {1--10},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39539-0\_1},
doi = {10.1007/978-3-031-39539-0\_1},
timestamp = {Sat, 12 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tml4h/KellerDM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tml4h/KutielCEFR23,
author = {Gilad Kutiel and
Regev Cohen and
Michael Elad and
Daniel Freedman and
Ehud Rivlin},
editor = {Hao Chen and
Luyang Luo},
title = {Conformal Prediction Masks: Visualizing Uncertainty in Medical Imaging},
booktitle = {Trustworthy Machine Learning for Healthcare - First International
Workshop, {TML4H} 2023, Virtual Event, May 4, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13932},
pages = {163--176},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39539-0\_14},
doi = {10.1007/978-3-031-39539-0\_14},
timestamp = {Sat, 12 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tml4h/KutielCEFR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tml4h/KwonJSNP23,
author = {Jong Kwon and
Jianbo Jiao and
Alice Self and
Julia Alison Noble and
Aris T. Papageorghiou},
editor = {Hao Chen and
Luyang Luo},
title = {A Kernel Density Estimation Based Quality Metric for Quality Assessment
of Obstetric Ultrasound Video},
booktitle = {Trustworthy Machine Learning for Healthcare - First International
Workshop, {TML4H} 2023, Virtual Event, May 4, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13932},
pages = {134--146},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39539-0\_12},
doi = {10.1007/978-3-031-39539-0\_12},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tml4h/KwonJSNP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tml4h/LeeWHHCL23,
author = {Kwanhyung Lee and
John Won and
Heejung Hyun and
Sangchul Hahn and
Edward Choi and
Joohyung Lee},
editor = {Hao Chen and
Luyang Luo},
title = {Self-supervised Predictive Coding with Multimodal Fusion for Patient
Deterioration Prediction in Fine-Grained Time Resolution},
booktitle = {Trustworthy Machine Learning for Healthcare - First International
Workshop, {TML4H} 2023, Virtual Event, May 4, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13932},
pages = {41--50},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39539-0\_4},
doi = {10.1007/978-3-031-39539-0\_4},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tml4h/LeeWHHCL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tml4h/LuHW23,
author = {Hanxiao Lu and
Zeyu Huang and
Ren Wang},
editor = {Hao Chen and
Luyang Luo},
title = {Enhancing Healthcare Model Trustworthiness Through Theoretically Guaranteed
One-Hidden-Layer {CNN} Purification},
booktitle = {Trustworthy Machine Learning for Healthcare - First International
Workshop, {TML4H} 2023, Virtual Event, May 4, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13932},
pages = {122--133},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39539-0\_11},
doi = {10.1007/978-3-031-39539-0\_11},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tml4h/LuHW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tml4h/RuppPP23,
author = {Maurice Rupp and
Oriane Peter and
Thirupathi Pattipaka},
editor = {Hao Chen and
Luyang Luo},
title = {ExBEHRT: Extended Transformer for Electronic Health Records},
booktitle = {Trustworthy Machine Learning for Healthcare - First International
Workshop, {TML4H} 2023, Virtual Event, May 4, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13932},
pages = {73--84},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39539-0\_7},
doi = {10.1007/978-3-031-39539-0\_7},
timestamp = {Sat, 12 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tml4h/RuppPP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tml4h/SchroderZA23,
author = {Maresa Schr{\"{o}}der and
Alireza Zamanian and
Narges Ahmidi},
editor = {Hao Chen and
Luyang Luo},
title = {Post-hoc Saliency Methods Fail to Capture Latent Feature Importance
in Time Series Data},
booktitle = {Trustworthy Machine Learning for Healthcare - First International
Workshop, {TML4H} 2023, Virtual Event, May 4, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13932},
pages = {106--121},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39539-0\_10},
doi = {10.1007/978-3-031-39539-0\_10},
timestamp = {Sat, 19 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tml4h/SchroderZA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tml4h/Wang23,
author = {Zuhui Wang},
editor = {Hao Chen and
Luyang Luo},
title = {Cross-Domain Microscopy Cell Counting By Disentangled Transfer Learning},
booktitle = {Trustworthy Machine Learning for Healthcare - First International
Workshop, {TML4H} 2023, Virtual Event, May 4, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13932},
pages = {93--105},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39539-0\_9},
doi = {10.1007/978-3-031-39539-0\_9},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tml4h/Wang23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tml4h/WangGFHLLB23,
author = {Chongyang Wang and
Yuan Gao and
Chenyou Fan and
Junjie Hu and
Tin Lum Lam and
Nicholas D. Lane and
Nadia Bianchi{-}Berthouze},
editor = {Hao Chen and
Luyang Luo},
title = {Learn2Agree: Fitting with Multiple Annotators Without Objective Ground
Truth},
booktitle = {Trustworthy Machine Learning for Healthcare - First International
Workshop, {TML4H} 2023, Virtual Event, May 4, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13932},
pages = {147--162},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39539-0\_13},
doi = {10.1007/978-3-031-39539-0\_13},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/tml4h/WangGFHLLB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tml4h/YangXYXLZ23,
author = {Xiaoyu Yang and
Lijian Xu and
Simon Yu and
Qing Xia and
Hongsheng Li and
Shaoting Zhang},
editor = {Hao Chen and
Luyang Luo},
title = {Geometry-Based End-to-End Segmentation of Coronary Artery in Computed
Tomography Angiography},
booktitle = {Trustworthy Machine Learning for Healthcare - First International
Workshop, {TML4H} 2023, Virtual Event, May 4, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13932},
pages = {190--196},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39539-0\_16},
doi = {10.1007/978-3-031-39539-0\_16},
timestamp = {Mon, 02 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tml4h/YangXYXLZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/tml4h/2023,
editor = {Hao Chen and
Luyang Luo},
title = {Trustworthy Machine Learning for Healthcare - First International
Workshop, {TML4H} 2023, Virtual Event, May 4, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13932},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39539-0},
doi = {10.1007/978-3-031-39539-0},
isbn = {978-3-031-39538-3},
timestamp = {Sat, 12 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tml4h/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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