Gallbladder disease diagnosis from ultrasound using squeeze-and-excitation capsule network with convolutional bidirectional long short-term memory

Abstract The gallbladder is a small, hollow organ positioned beneath the liver, primarily responsible for temporarily storing bile. Bile is a fluid formed by the liver that helps digestion. There are various types of gallbladder disease. Early diagnosis and identification are crucial for effective t...

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Detalhes bibliográficos

Principais autores:	S. Jayanthi, Inderjeet Kaur, E. Laxmi Lydia, Palamakula Ramesh Babu, Jong-Chul Yoon, Cheolhee Yoon, Gyanendra Prasad Joshi
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Nature Portfolio 2026-01-01
coleção:	Scientific Reports
Assuntos:	Hybrid deep learning Feature engineering Diagnosis of gallbladder disease types Image pre-processing Ultrasound images
Acesso em linha:	https://doi.org/10.1038/s41598-025-32978-9
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