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Carolus H. J. Kusters
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2020 – today
- 2024
- [j1]Tim J. M. Jaspers
, Tim Boers
, Carolus H. J. Kusters
, Martijn R. Jong
, Jelmer B. Jukema
, Albert J. de Groof, Jacques J. Bergman, Peter H. N. de With, Fons van der Sommen
:
Robustness evaluation of deep neural networks for endoscopic image analysis: Insights and strategies. Medical Image Anal. 94: 103157 (2024) - 2023
- [c6]T. G. W. Boers, Carolus H. J. Kusters
, Kiki N. Fockens, Jelmer B. Jukema, Martijn R. Jong, Jeroen de Groof, Jacques J. Bergman, Fons van der Sommen
, Peter H. N. de With:
Barrett's lesion detection using a minimal integer-based neural network for embedded systems integration. Medical Imaging: Computer-Aided Diagnosis 2023 - [c5]Carolus H. J. Kusters
, T. G. W. Boers, Jelmer B. Jukema, Martijn R. Jong, Kiki N. Fockens, Albert J. de Groof, Jacques J. Bergman, Fons van der Sommen
, Peter H. N. de With:
Real-time Barrett's neoplasia characterization in NBI videos using an int8-based quantized neural network. Medical Imaging: Computer-Aided Diagnosis 2023 - [c4]Carolus H. J. Kusters
, T. G. W. Boers
, Tim J. M. Jaspers
, Jelmer B. Jukema
, Martijn R. Jong
, Kiki N. Fockens, Albert J. de Groof, Jacques J. Bergman, Fons van der Sommen
, Peter H. N. de With:
CNNs vs. Transformers: Performance and Robustness in Endoscopic Image Analysis. AMAI@MICCAI 2023: 21-31 - [c3]Tim J. M. Jaspers
, Tim Boers
, Carolus H. J. Kusters
, Martijn R. Jong
, Jelmer B. Jukema
, Albert J. de Groof, Jacques J. Bergman, Peter H. N. de With, Fons van der Sommen
:
Investigating the Impact of Image Quality on Endoscopic AI Model Performance. AMAI@MICCAI 2023: 32-41 - 2022
- [c2]Carolus H. J. Kusters
, Tim Boers, Jelmer B. Jukema, Martijn R. Jong, Kiki N. Fockens, Albert J. de Groof, Jacques J. Bergman, Fons van der Sommen
, Peter H. N. de With:
A CAD System for Real-Time Characterization of Neoplasia in Barrett's Esophagus NBI Videos. CaPTion@MICCAI 2022: 89-98 - [c1]T. G. W. Boers, Carolus H. J. Kusters
, Kiki N. Fockens, Jelmer B. Jukema, Martijn R. Jong, Jeroen de Groof, Jacques J. Bergman, Fons van der Sommen
, Peter H. N. de With:
Comparing Training Strategies Using Multi-Assessor Segmentation Labels for Barrett's Neoplasia Detection. CaPTion@MICCAI 2022: 131-138
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