Projects per year
Collaborations and top research areas from the last five years
Projects
- 1 Active
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Bergman J.J.G.H.M.: Detection and treatment of upper gastrointestinal cancer
Bergman, J., Pouw, R., van Baar, A., Belghazi, K., Bureo Gonzalez, A., Duits, L., de Groof, J., Klaver, E., Kunzli, H., van Munster, S., Rosmolen, W., Scholvinck, D., Swager, A., van der Wel, M. & Stingl, C.
1/01/2006 → …
Project: Research
Research output
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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) -
A deep learning system for detection of early Barrett's neoplasia: a model development and validation study
Fockens, K. N., Jong, M. R., Jukema, J. B., Boers, T. G. W., Kusters, C. H. J., van der Putten, J. A., Pouw, R. E., Duits, L. C., Montazeri, N. S. M., van Munster, S. N., Weusten, B. L. A. M., Alvarez Herrero, L., Houben, M. H. M. G., Nagengast, W. B., Westerhof, J., Alkhalaf, A., Mallant-Hent, R. C., Scholten, P., Ragunath, K., Seewald, S., & 7 others , 1 Dec 2023, In: The Lancet Digital Health. 5, 12, p. e905-e916Research output: Contribution to journal › Article › Academic › peer-review
Open Access1 Citation (Scopus) -
Advancement of artificial intelligence systems for surveillance endoscopy of Barrett's esophagus
Jong, M. R. & de Groof, A. J., 2023, (E-pub ahead of print) In: Digestive and liver disease.Research output: Contribution to journal › Article › Academic › peer-review
Open Access -
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