Ophthalmology Anomaly guided segmentation: Introducing semantic context for lesion segmentation in retinal OCT using weak context supervision from anomaly detection. February 13, 2024
Ophthalmology Improving foveal avascular zone segmentation in fluorescein angiograms by leveraging manual vessel labels from public color fundus pictures. July 1, 2022
Ophthalmology ADAM Challenge: Detecting Age-related Macular Degeneration from Fundus Images. May 4, 2022
Ophthalmology Linking Function and Structure with ReSenseNet: Predicting Retinal Sensitivity from Optical Coherence Tomography using Deep Learning. February 8, 2022
Ophthalmology Automated Quantification of Photoreceptor alteration in macular disease using Optical Coherence Tomography and Deep Learning. March 29, 2020
Ophthalmology REFUGE Challenge: A unified framework for evaluating automated methods for glaucoma assessment from fundus photographs. October 24, 2019
Medical Imaging | Radiology Improving realism in patient-specific abdominal ultrasound simulation using CycleGANs. August 8, 2019
Ophthalmology Exploiting Epistemic Uncertainty of Anatomy Segmentation for Anomaly Detection in Retinal OCT. June 6, 2019
Ophthalmology An ensemble deep learning based approach for red lesion detection in fundus images. July 30, 2018