Search Results - "Chettrit, David"
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Using machine learning algorithms to review computed tomography scans and assess risk for cardiovascular disease: Retrospective analysis from the National Lung Screening Trial (NLST)
Published in PloS one (03-08-2020)“…Background The National Lung Screening Trial (NLST) demonstrated that annual screening with low dose CT in high-risk population was associated with reduction…”
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Simulating Dual-Energy X-Ray Absorptiometry in CT Using Deep-Learning Segmentation Cascade
Published in Journal of the American College of Radiology (01-10-2019)“…Osteoporosis is an underdiagnosed condition despite effective screening modalities. Dual-energy x-ray absorptiometry (DEXA) screening, although recommended in…”
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3D Convolutional Sequence to Sequence Model for Vertebral Compression Fractures Identification in CT
Published 07-10-2020“…An osteoporosis-related fracture occurs every three seconds worldwide, affecting one in three women and one in five men aged over 50. The early detection of…”
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PHT-bot: Deep-Learning based system for automatic risk stratification of COPD patients based upon signs of Pulmonary Hypertension
Published 28-05-2019“…Proc. SPIE 10950, Medical Imaging 2019: Computer-Aided Diagnosis, 109500O Chronic Obstructive Pulmonary Disease (COPD) is a leading cause of morbidity and…”
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Journal Article