Gastroenterology and Hepatology (AMC)

Research output

Research output per year 1994 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024

• 3117 Article
• 406 Review article
• 193 Comment/Letter to the editor
• 128 Editorial
• 213 More
  • 77 Chapter
  • 75 Phd-Thesis - Research and graduation internal
  • 17 Erratum/Corrigendum
  • 16 Conference contribution
  • 11 Letter
  • 4 Book editing
  • 4 Meeting Abstract
  • 3 Short survey
  • 2 Poster
  • 1 Book
  • 1 Report
  • 1 Abstract
  • 1 Other contribution

Research output per year

Research output per year

Search results

• 2024

  CNNs vs. Transformers: Performance and Robustness in Endoscopic Image Analysis

  Kusters, C. H. J., Boers, T. G. W., Jaspers, T. J. M., Jukema, J. B., Jong, M. R., Fockens, K. N., de Groof, A. J., Bergman, J. J., van der Sommen, F. & de With, P. H. N., 2024, Applications of Medical Artificial Intelligence - 2nd International Workshop, AMAI 2023, Held in Conjunction with MICCAI 2023, Proceedings. Wu, S., Shabestari, B. & Xing, L. (eds.). Springer Science and Business Media Deutschland GmbH, Vol. 14313 LNCS. p. 21-31 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14313 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  1 Citation (Scopus)

• Investigating the Impact of Image Quality on Endoscopic AI Model Performance

  Jaspers, T. J. M., Boers, T. G. W., Kusters, C. H. J., Jong, M. R., Jukema, J. B., de Groof, A. J., Bergman, J. J., de With, P. H. N. & van der Sommen, F., 2024, Applications of Medical Artificial Intelligence - 2nd International Workshop, AMAI 2023, Held in Conjunction with MICCAI 2023, Proceedings. Wu, S., Shabestari, B. & Xing, L. (eds.). Springer Science and Business Media Deutschland GmbH, Vol. 14313 LNCS. p. 32-41 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14313 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  1 Citation (Scopus)
• 2023

  Barrett's Lesion Detection using a minimal Integer-based Neural Network for Embedded Systems Integration

  Boers, T. G. W., Kusters, C. H. J., Fockens, K. N., Jukema, J. B., Jong, M. R., de Groof, J., Bergman, J. J., van der Sommen, F. & de With, P. H. N., 2023, Medical Imaging 2023: Computer-Aided Diagnosis. Iftekharuddin, K. M. & Chen, W. (eds.). SPIE, Vol. 12465. 1246527. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12465).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

• Real-time Barrett's neoplasia characterization in NBI videos using an int8-based quantized neural network

  Kusters, C. H. J., Boers, T. G. W., Jukema, J. B., Jong, M. R., Fockens, K. N., de Groof, A. J., Bergman, J. J., van der Sommen, F. & de With, P. H. N., 2023, Medical Imaging 2023: Computer-Aided Diagnosis. Iftekharuddin, K. M. & Chen, W. (eds.). SPIE, Vol. 12465. 124651P. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12465).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
• 2022

  A CAD System for Real-Time Characterization of Neoplasia in Barrett’s Esophagus NBI Videos

  Kusters, C. H. J., Boers, T. G. W., Jukema, J. B., Jong, M. R., Fockens, K. N., de Groof, A. J., Bergman, J. J., der Sommen, F. V. & de With, P. H. N., 2022, Cancer Prevention Through Early Detection - 1st International Workshop, CaPTion 2022, Held in Conjunction with MICCAI 2022, Proceedings. Ali, S., van der Sommen, F., van Eijnatten, M., Kolenbrander, I., Papież, B. W. & Jin, Y. (eds.). Springer Science and Business Media Deutschland GmbH, Vol. 13581 LNCS. p. 89-98 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13581 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  2 Citations (Scopus)

• Comparing Training Strategies Using Multi-Assessor Segmentation Labels for Barrett’s Neoplasia Detection

  Boers, T. G. W., Kusters, C. H. J., Fockens, K. N., Jukema, J. B., Jong, M. R., de Groof, J., Bergman, J. J., van der Sommen, F. & de With, P. H. N., 2022, Cancer Prevention Through Early Detection - 1st International Workshop, CaPTion 2022, Held in Conjunction with MICCAI 2022, Proceedings. Ali, S., van der Sommen, F., van Eijnatten, M., Kolenbrander, I., Papież, B. W. & Jin, Y. (eds.). Springer Science and Business Media Deutschland GmbH, Vol. 13581 LNCS. p. 131-138 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13581 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  1 Citation (Scopus)

• Efficient endoscopic frame informativeness assessment by reusing the encoder of the primary CAD task

  Mammadli, F., van der Sommen, F., Boers, T., van der Putten, J., Fockens, K. N., Jukema, J. B., de Jong, M. R., Bergman, J. J. G. H. M. & de With, P. H. N., 2022, Medical Imaging 2022: Computer-Aided Diagnosis. Drukker, K. & Iftekharuddin, K. M. (eds.). SPIE, Vol. 12033. 120331C. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12033).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
• 2021

  EVALUATING SELF-SUPERVISED LEARNING METHODS FOR DOWNSTREAM CLASSIFICATION OF NEOPLASIA IN BARRETT’S ESOPHAGUS

  Cornelissen, S., van der Putten, J. A., Boers, T. G. W., Jukema, J. B., Fockens, K. N., Bergman, J. J. G. H. M., van der Sommen, F. & de With, P. H. N., 2021, 2021 IEEE International Conference on Image Processing, ICIP 2021 - Proceedings. IEEE Computer Society, Vol. 2021-September. p. 66-70 (Proceedings - International Conference on Image Processing, ICIP).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  1 Citation (Scopus)
• 2020

  Detection of frame informativeness in endoscopic videos using image quality and recurrent neural networks

  Boers, T. G. W., van der Putten, J., de Groof, J., Struyvenberg, M., Fockens, K., Curvers, W., Schoon, E., van der Sommen, F., Bergman, J. & de With, P. H. N., 2020, Medical Imaging 2020: Image Processing. Isgum, I. & Landman, B. A. (eds.). SPIE, Vol. 11313. 2545734. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11313).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  3 Citations (Scopus)

• First steps into endoscopic video analysis for Barrett's cancer detection: Challenges and opportunities

  van der Putten, J., de Groof, J., van der Sommen, F., Struyvenberg, M., Zinger, S., Curvers, W., Schoon, E., Bergman, J. & de With, P. H. N., 2020, Medical Imaging 2020: Computer-Aided Diagnosis. Hahn, H. K. & Mazurowski, M. A. (eds.). SPIE, Vol. 11314. 1131431. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11314).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  2 Citations (Scopus)
• 2019

  A novel clinical gland feature for detection of early Barrett's neoplasia using volumetric laser endomicroscopy

  Scheeve, T., Struyvenberg, M. R., Curvers, W. L., de Groof, A. J., Schoon, E. J., Bergman, J. J. G. H. M., van der Sommen, F. & de With, P. H. N., 2019, Medical Imaging 2019: Computer-Aided Diagnosis. Mori, K. & Hahn, H. K. (eds.). SPIE, Vol. 10950. 109501Y. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  2 Citations (Scopus)

• Computer-aided classification of colorectal polyps using blue-light and linked-color imaging

  Scheeve, T., Schreuder, R-M., van der Sommen, F., Ijspeert, J. E. G., Dekker, E., Schoon, E. J. & de With, P. H. N., 2019, Medical Imaging 2019: Computer-Aided Diagnosis. Mori, K. & Hahn, H. K. (eds.). SPIE, Vol. 10950. 1095012. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  2 Citations (Scopus)

• Deep learning biopsy marking of early neoplasia in barrett's esophagus by combining wle and BLI modalities

  Putten, J. V. D., Wildeboer, R., Groof, J. D., Sloun, R. V., Struyvenberg, M., Sommen, F. V. D., Zinger, S., Curvers, W., Schoon, E., Bergman, J. & Peter, H. N. D. W., 2019, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, Vol. 2019-April. p. 1127-1131 (Proceedings - International Symposium on Biomedical Imaging).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  11 Citations (Scopus)

• Informative Frame Classification of Endoscopic Videos Using Convolutional Neural Networks and Hidden Markov Models

  van der Putten, J., de Groof, J., van der Sommen, F., Struyvenberg, M., Zinger, S., Curvers, W., Schoon, E., Bergman, J. & de With, P. H. N., 2019, 2019 IEEE International Conference on Image Processing, ICIP 2019 - Proceedings. IEEE Computer Society, Vol. 2019-September. p. 380-384 (Proceedings - International Conference on Image Processing, ICIP).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  12 Citations (Scopus)

• Pseudo-labeled Bootstrapping and Multi-stage Transfer Learning for the Classification and Localization of Dysplasia in Barrett’s Esophagus

  van der Putten, J., de Groof, J., van der Sommen, F., Struyvenberg, M., Zinger, S., Curvers, W., Schoon, E., Bergman, J. & de With, P. H. N., 2019, Machine Learning in Medical Imaging - 10th International Workshop, MLMI 2019, Held in Conjunction with MICCAI 2019, Proceedings. Suk, H-I., Liu, M. & Yan, P. (eds.). Springer, Vol. 11861 LNCS. p. 169-177 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  Open Access
  17 Citations (Scopus)

• Tissue segmentation in volumetric laser endomicroscopy data using FusionNet and a domain-specific loss function

  van der Putten, J., van der Sommen, F., Struyvenberg, M., de Groof, J., Curvers, W., Schoon, E., Bergman, J. J. G. H. M. M. & de With, P. H. N., 2019, Medical Imaging 2019: Image Processing. Angelini, E. D. & Landman, B. A. (eds.). SPIE, Vol. 10949. 109492J. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  Open Access
  8 Citations (Scopus)