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Keywords
- Visual Perception
- Artificial Intelligence
- Machine Learning
- Image Analysis
- Data Processing
- Data Science
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being -
SDG 4 Quality Education -
SDG 10 Reduced Inequalities
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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., 6 May 2026, (E-pub ahead of print) In: Computers in biology and medicine. 210, p. 111713Research output: Contribution to journal › Article › Scientific › peer-review
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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.Research output: Contribution to journal › Article › Scientific › peer-review
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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
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Comparative Study of CNN Backbones for Hemoglobin Estimation from Fingernail Images
Rudokaitė, J., Ong, S., van Eijkelenburg, J., Van Den Hurk, K. & Huis in 't Veld, E., 2025, Proceedings of the 37th Benelux Conference on Artificial Intelligence and the 34th Belgian Dutch Conference on Machine Learning. 23 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile2 Downloads (Pure) -
Factor structure and validity of composite scores resulting from a computerized cognitive test battery in healthy adults and patients with primary brain tumors
Boelders, S. M., Butterbrod, E., Vogelsmeier, L. V. D. E., Sitskoorn, M. M., Ong, L. L. & Gehring, K., Oct 2025, In: Assessment. 32, 7, p. 1082-1102 21 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile
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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
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PRIMA: NWO Open Science XS (€50.000): PRevention of low hemoglobin through IMage Analysis
Huis in 't Veld, E. (Principal Investigator), Rudokaitė, J. (Co-Investigator) & Ong, S. (Co-Investigator)
1/08/23 → 1/06/24
Project: Research project
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FAINT: WeCare (€249,000) FAINT: FAcial INfrared Thermal imaging in een serious smartphone game als oplossing voor mensen met angst voor naalden
Huis in 't Veld, E. (Principal Investigator) & Ong, S. (Co-Investigator)
1/03/23 → 1/01/24
Project: Research project
Prizes
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KHMW Philips Graduation Award for Data Science and AI in Health Care (supervision)
Ong, S. (Recipient), 29 Nov 2021
Prize