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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 ...
Automated Archaeological Feature Detection Using Deep Learning on Optical UAV Imagery: Preliminary Results
(Multidisciplinary Digital Publishing Institute, 2022-01)
This communication article provides a call for unmanned aerial vehicle (UAV) users in archaeology to make imagery data more publicly available while developing a new application to facilitate the use of a common deep ...
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. ...
How AI Can Help in the Diagnostic Dilemma of Pulmonary Nodules
(MDPI, 2022-04)
Pulmonary nodules are the precursors of bronchogenic carcinoma, its early detection facilitates early treatment which save a lot of lives. Unfortunately, pulmonary nodule detection and classification are liable to subjective ...