Abdominal radiology (New York)
Deep learning for non-invasive detection of steatosis and fibrosis in MASLD: a multicenter study with a new fibroscan-labelled ultrasound dataset.
Kartik Bose, Priya Mudgil, Pankaj Gupta, Samonee Ralmilay, Niharika Dutta, Ajay Gulati, Naveen Kalra, Madhumita Premkumar, Sunil Taneja, Nipun Verma, Arka De, Ajay Duseja
Published: 202510.1007/s00261-025-05309-9
Abstract
PURPOSE: This study aimed to develop and validate deep learning models for non-invasive assessment of hepatic steatosis and fibrosis using conventional B-mode ultrasound images, with Fibroscan-derived measurement as reference standard. METHODS: We ut…
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