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Automated Diagnosis of Various Gastrointestinal Lesions Using a Deep Learning–Based Classification and Retrieval Framework With a Large Endoscopic Database: Model Development and Validation

BACKGROUND: The early diagnosis of various gastrointestinal diseases can lead to effective treatment and reduce the risk of many life-threatening conditions. Unfortunately, various small gastrointestinal lesions are undetectable during early-stage examination by medical experts. In previous studies,...

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Detalhes bibliográficos
Publicado no:J Med Internet Res
Main Authors: Owais, Muhammad, Arsalan, Muhammad, Mahmood, Tahir, Kang, Jin Kyu, Park, Kang Ryoung
Formato: Artigo
Idioma:Inglês
Publicado em: JMIR Publications 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7728528/
https://ncbi.nlm.nih.gov/pubmed/33242010
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2196/18563
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