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Author/Creator Willems, Siri

1. Artificial intelligence and machine learning for medical imaging: A technology review. (March 2021)

Authors:
Barragán-Montero, Ana; Javaid, Umair; Valdés, Gilmer; Nguyen, Dan; Desbordes, Paul; Macq, Benoit; Willems, Siri; Vandewinckele, Liesbeth; Holmström, Mats; Löfman, Fredrik; Michiels, Steven; Souris, Kevin; Sterpin, Edmond; Lee, John A.
Journal:
Physica medica
Issue:
Volume 83(2021)
Page Start:
242
Record Type:
Journal Article
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3. OpenKBP-Opt: an international and reproducible evaluation of 76 knowledge-based planning pipelines. (21st September 2022)

Authors:
Babier, Aaron; Mahmood, Rafid; Zhang, Binghao; Alves, Victor G L; Barragán-Montero, Ana Maria; Beaudry, Joel; Cardenas, Carlos E; Chang, Yankui; Chen, Zijie; Chun, Jaehee; Diaz, Kelly; David Eraso, Harold; Faustmann, Erik; Gaj, Sibaji; Gay, Skylar; Gronberg, Mary; Guo, Bingqi; He, Junjun; Heilema...
Journal:
Physics in medicine & biology
Issue:
Volume 67:Number 18(2022)
Page Start:
Record Type:
Journal Article
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4. Segmentation of head-and-neck organs-at-risk in longitudinal CT scans combining deformable registrations and convolutional neural networks. Issue 5 (2nd September 2020)

Authors:
Vandewinckele, Liesbeth; Willems, Siri; Robben, David; Van Der Veen, Julie; Crijns, Wouter; Nuyts, Sandra; Maes, Frederik
Journal:
Computer methods in biomechanics and biomedical engineering
Issue:
Volume 8:Issue 5(2020)
Page Start:
519
Record Type:
Journal Article
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5. Towards a safe and efficient clinical implementation of machine learning in radiation oncology by exploring model interpretability, explainability and data-model dependency. (7th June 2022)

Authors:
Barragán-Montero, Ana; Bibal, Adrien; Dastarac, Margerie Huet; Draguet, Camille; Valdés, Gilmer; Nguyen, Dan; Willems, Siri; Vandewinckele, Liesbeth; Holmström, Mats; Löfman, Fredrik; Souris, Kevin; Sterpin, Edmond; Lee, John A
Journal:
Physics in medicine & biology
Issue:
Volume 67:Number 11(2022)
Page Start:
Record Type:
Journal Article
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