Jelmer Jukema

Research output

Research output per year 2016 2022 2023 2024

• 15 Article
• 7 Conference contribution
• 1 Meeting Abstract
• 1 Review article

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