Article

GallNet: An Explainable Deep Learning Model for Multi-Class Gallbladder Disease Classification Using Ultrasound Imaging

2025-09-23

Abstract excerpt

<title>Abstract</title> <p>Accurate and interpretable gallbladder disease categorization from ultrasound images is of prime importance for timely intervention as well as appropriate clinical decision-making in hepatobiliary practice. Current deep learning methods typically fail to cope with low class diversity, morphological heterogeneity, and opaqueness. We introduce GallNet, a thoughtfully constructed, memory-c...

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Literature Corpus work: f82bb07f-b3ae-54ba-95a4-8a8a51299486
DOI: 10.21203/rs.3.rs-7625399/v1

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