-
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
-
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
-
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
- All publications