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Left ventricle segmentation for cine MR using deep learning
(Elsevier, 2021-01)
Functional analysis of the heart can be performed using cardiac magnetic resonance imaging. Cine imaging is the most widely used cardiac modality. After careful segmentation of the left ventricle (LV), physiological heart ...
A Deep Learning Pipeline for Grade Groups Classification Using Digitized Prostate Biopsy Specimens
(MDPI, 2021)
Prostate cancer is a significant cause of morbidity and mortality in the USA. In this paper, we develop a computer-aided diagnostic (CAD) system for automated grade groups (GG) classification using digitized prostate biopsy ...
An Automated CAD System for Accurate Grading of Uveitis Using Optical Coherence Tomography Images
(Multidisciplinary Digital Publishing Institute, 2021-01)
Uveitis is one of the leading causes of severe vision loss that can lead to blindness worldwide. Clinical records show that early and accurate detection of vitreous inflammation can potentially reduce the blindness rate. ...