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Collaborations and top research areas from the last five years
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The negative sigmoid loss for controlling false positive rate in osteolytic lesion segmentation
van Leeuwen, M. P., van Oudheusden, T. R., Oei, S. P., Steunenberg, B. E., Kint, J. F., Ranschaert, E., Bosma, G. P. T., Heres, H. M., Postma, E., Haak, K. V., Saygili, G. & Ong, L. L. S., Jul 2026, In: Computers in biology and medicine. 210, 14 p., 111713.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access -
A Note On The Stability Of The Focal Loss
van Leeuwen, M., Haak, K., Saygili, G., Postma, E. & Ong, S., 2025, In: Transactions on Machine Learning Research. 20 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile30 Downloads (Pure) -
Automatic Identification of Anatomical Locations for Bone Abnormalities in CT Imaging: A Multiplanar YOLOv5 Detection Approach
van Leeuwen, M. P., van Oudheusden, T. R., Oei, S. P., Bosma, G. P. T., Haak, K. V., Saygili, G. & Ong, L.-L. S., 2025, 2025 47th Annual International Conference Of The Ieee Engineering In Medicine And Biology Society (embc). IEEE, 7 p. (Annual International Conference Of The Ieee Engineering In Medicine And Biology Society).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
Deep Learning Classifiers to Reduce False Positives in Osteolytic Lesion Segmentation Results from Low-Dose CT Scans of Multiple Myeloma
van Leeuwen, M., Jadikar, M., van Oudheusden, T., Oei, S., Steunenberg, B., Kint, R., Ranschaert, E., Bosma, G., Saygili, G. & Ong, S., 2 Nov 2024, Artificial Intelligence and Machine Learning. BNAIC/Benelearn 2023. Oliehoek, F., Kok, M. & Verwer, S. (eds.). Springer Cham, Vol. 2187. p. 155-173 19 p. ( Communications in Computer and Information Science ).Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review
File181 Downloads (Pure) -
Generating Artificial PET Scans from Low Dose CT Scans with an Adapted Dual Diffusion Implicit Bridges (DDIBs) model
Marogna, F., van Leeuwen, M., Hoitsma, F., Saygili, G. & Ong, S., 19 Nov 2024, 35th Benelux Conference on Artificial Intelligence and the 32th Belgian Dutch Conference on Machine Learning.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile78 Downloads (Pure)
Activities
- 1 Oral presentation
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Saving human creativity from generative-AI: Is copyright is the answer?
Mendis, S. (Speaker) & Saygili, G. (Speaker)
18 Apr 2024Activity: Talk or presentation types › Oral presentation › Scientific
Projects
- 1 Active
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AI Deployment Journey in Healthcare: Governance, Design, and Adoption
Ou, C. (Principal Investigator), Jacobs, M. (CoPI), Heising, L. (Co-Investigator), van Oijen, A. (Co-Investigator), Ong, S. (CoPI), Šafář, M. (CoPI), Saygili, G. (Co-Investigator), Weggelaar, A. M. (CoPI), de Bont, A. (CoPI), Ossewaarde, R. (Co-Investigator), Wang, G. (Co-Investigator), Zegveld, C. (Co-Investigator), Meyers, G. (Co-Investigator), Vuorre, M. (Co-Investigator), Kia, S. M. (Co-Investigator) & Laitenberger, U. (Co-Investigator)
1/01/24 → 1/01/28
Project: Research project