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eess.IV2024★ 1 cited
Robustness Testing of Black-Box Models Against CT Degradation Through Test-Time Augmentation
Jack Highton, Quok Zong Chong, Samuel Finestone +3
Deep learning models for medical image segmentation and object detection are becoming increasingly available as clinical products. However, as details are rarely provided about the…
eess.IV2019★ 2 cited
Disease classification of macular Optical Coherence Tomography scans using deep learning software: validation on independent, multi-centre data
Kanwal K. Bhatia, Mark S. Graham, Louise Terry +4
Purpose: To evaluate Pegasus-OCT, a clinical decision support software for the identification of features of retinal disease from macula OCT scans, across heterogenous populations…