Search Results - "Chettrit, David"

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  1. 1

    Using machine learning algorithms to review computed tomography scans and assess risk for cardiovascular disease: Retrospective analysis from the National Lung Screening Trial (NLST) by Stemmer, Amos, Shadmi, Ran, Bregman-Amitai, Orna, Chettrit, David, Blagev, Denitza, Orlovsky, Mila, Deutsch, Lisa, Elnekave, Eldad

    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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    Journal Article
  2. 2

    Simulating Dual-Energy X-Ray Absorptiometry in CT Using Deep-Learning Segmentation Cascade by Krishnaraj, Arun, Barrett, Spencer, Bregman-Amitai, Orna, Cohen-Sfady, Michael, Bar, Amir, Chettrit, David, Orlovsky, Mila, Elnekave, Eldad

    “…Osteoporosis is an underdiagnosed condition despite effective screening modalities. Dual-energy x-ray absorptiometry (DEXA) screening, although recommended in…”
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    Journal Article
  3. 3

    3D Convolutional Sequence to Sequence Model for Vertebral Compression Fractures Identification in CT by Chettrit, David, Meir, Tomer, Lebel, Hila, Orlovsky, Mila, Gordon, Ronen, Akselrod-Ballin, Ayelet, Bar, Amir

    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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    Journal Article
  4. 4

    PHT-bot: Deep-Learning based system for automatic risk stratification of COPD patients based upon signs of Pulmonary Hypertension by Chettrit, David, Amitai, Orna Bregman, Tamir, Itamar, Bar, Amir, Elnekave, Eldad

    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