Indian journal of gastroenterology : official journal of the Indian Society of Gastroenterology
Deep-learning pipeline for automated skeletal muscle segmentation and sarcopenia detection.
Pankaj Gupta, Niharika Dutta, Saroj K Sinha, Harjeet Singh, Santosh Irrinki, Ajay Gulati, Madhurima Sharma, Mahesh Prakash, Anindita Sinha, Gaurav Prakash, Thakur Deen Yadav, Lileshwar Kaman, Rajnikant Yadav, Archana Gupta, Ishan Kumar
Published: 202610.1007/s12664-025-01925-x
Abstract
BACKGROUND: Sarcopenia, characterized by progressive skeletal muscle loss, is associated with poor outcomes in various diseases. Traditional methods for assessing muscle cross-sectional area using computed tomography (CT) scans are manual, time-consu…
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