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  • 2024

    Interpretability-Guided Data Augmentation for Robust Segmentation in Multi-centre Colonoscopy Data

    Corbetta, V., Beets-Tan, R. & Silva, W., 1 Jan 2024, Machine Learning in Medical Imaging - 14th International Workshop, MLMI 2023, Held in Conjunction with MICCAI 2023, Proceedings. Cao, X., Ouyang, X., Xu, X., Rekik, I. & Cui, Z. (eds.). Springer Verlag, Vol. 14348 LNCS. p. 330-340 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 14348 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

    Open Access
  • 2023

    An Explainable Deep Framework: Towards Task-Specific Fusion for Multi-to-One MRI Synthesis

    Han, L., Zhang, T., Huang, Y., Dou, H., Wang, X., Gao, Y., Lu, C., Tan, T. & Mann, R., 1 Jan 2023, Medical Image Computing and Computer Assisted Intervention: MICCAI 2023 - 26th International Conference, Proceedings. Greenspan, H., Madabhushi, A., Mousavi, P., Salcudean, S., Duncan, J., Syeda-Mahmood, T. & Taylor, R. (eds.). 10 ed. Springer Verlag, Vol. 14229. p. 45-55 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 14229 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

    Open Access
  • DisAsymNet: Disentanglement of Asymmetrical Abnormality on Bilateral Mammograms Using Self-adversarial Learning

    Wang, X., Tan, T., Gao, Y., Han, L., Zhang, T., Lu, C., Beets-Tan, R., Su, R. & Mann, R., 1 Jan 2023, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 - 26th International Conference, Proceedings. Greenspan, H., Madabhushi, A., Mousavi, P., Salcudean, S., Duncan, J., Syeda-Mahmood, T. & Taylor, R. (eds.). 7 ed. Springer Verlag, Vol. 14226. p. 57-67 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 14226 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

    Open Access
  • Synthesis of Contrast-Enhanced Breast MRI Using T1- and Multi-b-Value DWI-Based Hierarchical Fusion Network with Attention Mechanism

    Zhang, T., Han, L., D’Angelo, A., Wang, X., Gao, Y., Lu, C., Teuwen, J., Beets-Tan, R., Tan, T. & Mann, R., 1 Jan 2023, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 - 26th International Conference, Proceedings. Greenspan, H., Madabhushi, A., Mousavi, P., Salcudean, S., Duncan, J., Syeda-Mahmood, T. & Taylor, R. (eds.). Springer Verlag, Vol. 14226 LNCS. p. 79-88 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 14226 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

  • 2022

    CNN-based tumor progression prediction after thermal ablation with CT imaging

    Taghavi, M., Maas, M., Staal, F. C. R., Beets-Tan, R. G. H. & Benson, S., 2022, MEDICAL IMAGING 2022: COMPUTER-AIDED DIAGNOSIS. Drukker, K. & Iftekharuddin, K. (eds.). SPIE-INT SOC OPTICAL ENGINEERING, Vol. 12033. 6 p. 120335. (Proceedings of SPIE; No. 1203335, Vol. 12033).

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

  • 2021

    An improved automatic system for aiding the detection of colon polyps using deep learning

    Cai, L., Beets-Tan, R. & Benson, S., 1 Jan 2021, BHI 2021 - 2021 IEEE EMBS International Conference on Biomedical and Health Informatics, Proceedings. IEEE

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademic

    Open Access