Ozan Oktay
Cambridge, ENG, United Kingdom
Last Updated: 09/26/2026
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Found 21 publications
Enabling large-scale screening of Barrett's esophagus using weakly supervised deep learning in histopathology.
Journal: Nature communications
Published: September 01, 2023
Machine Learning for Auto-Segmentation in Radiotherapy Planning.
Journal: Clinical oncology (Royal College of Radiologists (Great Britain))
Published: October 29, 2021
Active label cleaning for improved dataset quality under resource constraints.
Journal: Nature communications
Published: September 01, 2021
Evaluation of Deep Learning to Augment Image-Guided Radiotherapy for Head and Neck and Prostate Cancers.
Journal: JAMA network open
Published: November 30, 2020
Explainable Anatomical Shape Analysis Through Deep Hierarchical Generative Models.
Journal: IEEE transactions on medical imaging
Published: January 17, 2020
Large-scale Quality Control of Cardiac Imaging in Population Studies: Application to UK Biobank.
Journal: Scientific reports
Published: July 29, 2019
Weakly Supervised Estimation of Shadow Confidence Maps in Fetal Ultrasound Imaging.
Journal: IEEE transactions on medical imaging
Published: April 26, 2019
Learning-Based Quality Control for Cardiac MR Images.
Journal: IEEE transactions on medical imaging
Published: November 08, 2018
Automated quality control in image segmentation: application to the UK Biobank cardiovascular magnetic resonance imaging study.
Journal: Journal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance
Published: September 07, 2018
OBELISK-Net: Fewer layers to solve 3D multi-organ segmentation with sparse deformable convolutions.
Journal: Medical image analysis
Published: August 15, 2018
Attention gated networks: Learning to leverage salient regions in medical images.
Journal: Medical image analysis
Published: August 15, 2018
Evaluating reinforcement learning agents for anatomical landmark detection.
Journal: Medical image analysis
Published: August 15, 2018
Last Updated: 09/26/2026