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Research questionHow reliably can B-mode and shear-wave ultrasound images stratify fibrosis and at-risk MASH in MASLD?MASLD requires noninvasive assessment of fibrosis and identification of patients with at-risk MASH, but the value of learning directly from B-mode and shear-wave ultrasound images remains incompletely characterized.
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Computer Vision
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Image & Video Processing
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Research Paper
Latest papersRecent research connected to this question, newest first.Development and Evaluation of Ultrasound Image Learning Pipelines for MASLD Risk StratificationThe evidence concerns deep-learning pipelines evaluated on 250 ultrasound examinations, with one examination per subject, using 3-fold cross-validation and AUROC. It compares B-mode and SWE image learning with operator-guided SWE, with reported results focused mainly on fibrosis thresholds.research paper · Sep 3, 2026
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