Search Results - "Orlovsky, Mila"

Automated opportunistic osteoporotic fracture risk assessment using computed tomography scans to aid in FRAX underutilization by Dagan, Noa, Elnekave, Eldad, Barda, Noam, Bregman-Amitai, Orna, Bar, Amir, Orlovsky, Mila, Bachmat, Eitan, Balicer, Ran D.

“…Methods for identifying patients at high risk for osteoporotic fractures, including dual-energy X-ray absorptiometry (DXA) 1 , 2 and risk predictors like the…”
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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) by Stemmer, Amos, Shadmi, Ran, Bregman-Amitai, Orna, Chettrit, David, Blagev, Denitza, Orlovsky, Mila, Deutsch, Lisa, Elnekave, Eldad

“…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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Patient monitoring as a predictor of blood culture results in a tertiary neonatal intensive care unit by Orlovsky, Mila, Meyer, Joachim, Mitelpunkt, Alexis, Weiss-Meilik, Ahuva

“…We present a mesoergonomic approach to the early detection of neonatal sepsis, analyzing clinical data for 4999 patients from a neo-natal intensive care unit…”
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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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Change-point detection for infinite horizon dynamic treatment regimes by Goldberg, Yair, Pollak, Moshe, Mitelpunkt, Alexis, Orlovsky, Mila, Weiss-Meilik, Ahuva, Gorfine, Malka

“…A dynamic treatment regime is a set of decision rules for how to treat a patient at multiple time points. At each time point, a treatment decision is made…”
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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

“…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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