Research output per year
Research output per year
Research output
Search results
-
2024
Leveraging Uncertainty Estimation for Segmentation of Kidney, Kidney Tumor and Kidney Cysts
Salahuddin, Z., Kuang, S., Lambin, P. & Woodruff, H. C., 1 Jan 2024, Kidney and Kidney Tumor Segmentation - MICCAI 2023 Challenge, KiTS 2023, Held in Conjunction with MICCAI 2023, Proceedings. Heller, N., Wood, A., Weight, C., Isensee, F., Rädsch, T., Teipaul, R. & Papanikolopoulos, N. (eds.). Springer Verlag, Vol. 14540 LNCS. p. 40-46 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 14540 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review
Open AccessFile5 Downloads (Pure) -
Simulated image-specific microcalcification clusters and associated mass enhancement to enhance training of a deep learning model for cancer detection in contrast-enhanced mammography
Van Camp, A., Woodruff, H. C., Cockmartin, L., Marshall, N. W., Bosmans, H. & Lambin, P., 29 May 2024, 17th International Workshop on Breast Imaging, IWBI 2024. Giger, M. L., Whitney, H. M., Drukker, K. & Li, H. (eds.). Chicago: SPIE, Vol. 13174. 1317404. (Proceedings of SPIE - The International Society for Optical Engineering; No. 1317404, Vol. 13174).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review
Open AccessFile1 Downloads (Pure) -
2023
From the clinic: A survey on trustworthy AI in breast cancer
Joshi, S., Emelie, A., Bobowicz, M., Tsakou, G., Charalambous, S., Salahuddin, Z., Diaz, O. & Lekadir, K., 2023, 2023 IEEE EMBS Special Topic Conference on Data Science and Engineering in Healthcare, Medicine and Biology, IEEECONF 2023. IEEE, p. 77-78 2 p.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic
-
HNT-AI: An Automatic Segmentation Framework for Head and Neck Primary Tumors and Lymph Nodes in FDG- PET/CT Images
Salahuddin, Z., Chen, Y., Zhong, X., Rad, N. M., Woodruff, H. C. & Lambin, P., 1 Jan 2023, Head and Neck Tumor Segmentation and Outcome Prediction: 3rd Challenge, HECKTOR 2022, Held in Conjunction with MICCAI 2022, Proceedings. Andrearczyk, V., Oreiller, V., Depeursinge, A. & Hatt, M. (eds.). 3 ed. Springer Verlag, Vol. 13626 LNCS. p. 212-220 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 13626 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review
Open AccessFile51 Downloads (Pure) -
2022
Synthetic data of simulated microcalcification clusters to train and explain deep learning detection models in contrast-enhanced mammography
Van Camp, A., Beuque, M., Cockmartin, L., Woodruff, H. C., Marshall, N. W., Lobbes, M., Lambin, P. & Bosmans, H., 1 Jan 2022, 16th International Workshop on Breast Imaging: IWBI 2022. Bosmans, H., Marshall, N. & Van Ongeval, C. (eds.). SPIE, Vol. 12286. 122860U. (Proceedings of SPIE - The International Society for Optical Engineering; No. 122860U, Vol. 12286).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review
Open AccessFile31 Downloads (Pure)