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Multi-stage domain-specific pretraining for improved detection and localization of Barrett's neoplasia: A comprehensive clinically validated study.

J. van der Putten, J. de Groof, M. Struyvenberg, T. Boers, K. Fockens, W. Curvers, E. Schoon, J. Bergman, F. van der Sommen, and P. de With. Artif. Intell. Medicine, (2020)

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Solveig Bergman

Keren Bergman

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Multi-stage domain-specific pretraining for improved detection and localization of Barrett's neoplasia: A comprehensive clinically validated study.J. van der Putten, J. de Groof, M. Struyvenberg, T. Boers, K. Fockens, W. Curvers, E. Schoon, J. Bergman, F. van der Sommen, and P. de With. Artif. Intell. Medicine, (2020)Modeling clinical assessor intervariability using deep hypersphere encoder-decoder networks.J. van der Putten, F. van der Sommen, J. de Groof, M. Struyvenberg, S. Zinger, W. Curvers, E. Schoon, J. Bergman, and P. de With. Neural Comput. Appl., 32 (14): 10705-10717 (2020)Barrett's lesion detection using a minimal integer-based neural network for embedded systems integration.T. Boers, C. Kusters, K. Fockens, J. Jukema, M. Jong, J. de Groof, J. Bergman, F. van der Sommen, and P. de With. Medical Imaging: Computer-Aided Diagnosis, volume 12465 of SPIE Proceedings, SPIE, (2023)First steps into endoscopic video analysis for Barrett's cancer detection: challenges and opportunities.J. van der Putten, J. de Groof, F. van der Sommen, M. Struyvenberg, S. Zinger, W. Curvers, E. Schoon, J. Bergman, and P. de With. Medical Imaging: Computer-Aided Diagnosis, volume 11314 of SPIE Proceedings, SPIE, (2020)Improving Temporal Stability and Accuracy for Endoscopic Video Tissue Classification Using Recurrent Neural Networks.T. Boers, J. van der Putten, M. Struyvenberg, K. Fockens, J. Jukema, E. Schoon, F. van der Sommen, J. Bergman, and P. de With. Sensors, 20 (15): 4133 (2020)Real-time Barrett's neoplasia characterization in NBI videos using an int8-based quantized neural network.C. Kusters, T. Boers, J. Jukema, M. Jong, K. Fockens, A. de Groof, J. Bergman, F. van der Sommen, and P. de With. Medical Imaging: Computer-Aided Diagnosis, volume 12465 of SPIE Proceedings, SPIE, (2023)Pseudo-labeled Bootstrapping and Multi-stage Transfer Learning for the Classification and Localization of Dysplasia in Barrett's Esophagus.J. van der Putten, J. de Groof, F. van der Sommen, M. Struyvenberg, S. Zinger, W. Curvers, E. Schoon, J. Bergman, and P. de With. MLMI@MICCAI, volume 11861 of Lecture Notes in Computer Science, page 169-177. Springer, (2019)Investigating the Impact of Image Quality on Endoscopic AI Model Performance.T. Jaspers, T. Boers, C. Kusters, M. Jong, J. Jukema, A. de Groof, J. Bergman, P. de With, and F. van der Sommen. AMAI@MICCAI, volume 14313 of Lecture Notes in Computer Science, page 32-41. Springer, (2023)Informative Frame Classification of Endoscopic Videos Using Convolutional Neural Networks and Hidden Markov Models.J. van der Putten, J. de Groof, F. van der Sommen, M. Struyvenberg, S. Zinger, W. Curvers, E. Schoon, J. Bergman, and P. de With. ICIP, page 380-384. IEEE, (2019)Detection of frame informativeness in endoscopic videos using image quality and recurrent neural networks.T. Boers, J. van der Putten, J. de Groof, M. Struyvenberg, K. Fockens, W. Curvers, E. Schoon, F. van der Sommen, J. Bergman, and P. de With. Medical Imaging: Image Processing, volume 11313 of SPIE Proceedings, page 1131315. SPIE, (2020)

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Disambiguation of "Bergman, Jacques J."

copy delete add this publication to your clipboard
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URL
DOI
BibTeX
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APA
Chicago
DIN 1505
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Multi-stage domain-specific pretraining for improved detection and localization of Barrett's neoplasia: A comprehensive clinically validated study.

Please choose a person to relate this publication to

Solveig Bergman

Keren Bergman

Svante Bergman

Sabina Bergman

Ruth Bergman

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Bergman, Jacques J."

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Multi-stage domain-specific pretraining for improved detection and localization of Barrett's neoplasia: A comprehensive clinically validated study.

Please choose a person to relate this publication to

Solveig Bergman

Keren Bergman

Svante Bergman

Sabina Bergman

Ruth Bergman

Other publications of authors with the same name

Disambiguation