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List of works by Ozan Oktay

Active label cleaning for improved dataset quality under resource constraints

scientific article published on 04 March 2022

Anatomically Constrained Neural Networks (ACNNs): Application to Cardiac Image Enhancement and Segmentation

scientific article published on 26 September 2017

DeepCut: Object Segmentation From Bounding Box Annotations Using Convolutional Neural Networks.

scientific article published on 9 November 2016

Large-scale Quality Control of Cardiac Imaging in Population Studies: Application to UK Biobank

scientific article published on 12 February 2020

Learning-Based Heart Coverage Estimation for Short-Axis Cine Cardiac MR Images

Multimodal Healthcare AI: Identifying and Designing Clinically Relevant Vision-Language Applications for Radiology

scientific article published on 11 May 2024

Probabilistic Edge Map (PEM) for 3D Ultrasound Image Registration and Multi-atlas Left Ventricle Segmentation

Stratified Decision Forests for Accurate Anatomical Landmark Localization in Cardiac Images.

scientific article published on January 2017

Structured Decision Forests for Multi-modal Ultrasound Image Registration

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