Computer-aided diagnosis of hepatic cystic echinococcosis based on deep transfer learning features from ultrasound images

Computer-aided diagnosis of hepatic cystic echinococcosis based on deep transfer learning features from ultrasound images

Abstract Hepatic cystic echinococcosis (HCE), a life-threatening liver disease, has 5 subtypes, i.e., single-cystic, polycystic, internal capsule collapse, solid mass, and calcified subtypes. And each subtype has different treatment methods. An accurate diagnosis is the prerequisite for effective HC...

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Bibliographic Details
Main Authors: Miao Wu, Chuanbo Yan, Gan Sen
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Subjects:
Hepatic cystic echinococcosis
Multi-classification
Convolutional neural networks
Ultrasound images
Transfer learning
Support vector machine
Online Access:https://doi.org/10.1038/s41598-024-85004-9
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https://doi.org/10.1038/s41598-024-85004-9

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