Research output per year
Research output per year
Personal profile
Current courses
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Keywords
- Visual Perception
- Artificial Intelligence
- Machine Learning
- Image Analysis
- Data Processing
- Data Science
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Dive into the research topics where Sharon Ong is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Fully automatic meningioma segmentation with nnUNet using T1-weighted contrast-enhanced MR images by leveraging publicly available data and different types of annotations
Boelders, S. M., De Baene, W., Rutten, G. J. M., Gehring, K. & Ong, L. L., 2025, Machine learning, optimization, and data science: 10th international conference, LOD 2024, Castiglione della Pescaia, Italy, September 22–25, 2024, revised selected Papers, Part III. Nicosia, G., Ojha, V., Giesselbach, S., Pardalos, M. P. & Umeton, R. (eds.). 1 ed. Springer Cham, p. 17-31 15 p. (Lecture Notes in Computer Science).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
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Predicting vasovagal reactions to needles from video data using 2D-CNN with GRU and LSTM
Rudokaitė, J., Ong, S., Ertugrul, I. O., Janssen, M. P. & Huis in 't Veld, E., 24 Jan 2025, In: PLOS ONE. 20, 1, 21 p., e0314038.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile2 Downloads (Pure) -
Cognitive functioning in untreated glioma patients: The limited predictive value of clinical variables
Boelders, S. M., Gehring, K., Postma, E. O., Rutten, G.-J. M. & Ong, L.-L. S., 1 Apr 2024, In: Neuro-Oncology. 26, 4, p. 670-683 14 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile2 Citations (Scopus)7 Downloads (Pure) -
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
File20 Downloads (Pure) -
Face the Needle: Predicting Risk of Fear and Fainting During Blood Donation Through Video Analysis
Rudokaite, J., Ertugrul, I. O., Ong, L. L. S., Janssen, M. P. & Huis in 't Veld, E., 2024, 2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition, FG 2024. Institute of Electrical and Electronics Engineers Inc., 10 p. (2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition, FG 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile13 Downloads (Pure)
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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