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

• Egile Nagusiak: Owais, Muhammad (Egilea), Arsalan, Muhammad (Egilea), Mahmood, Tahir (Egilea), Kang, Jin Kyu (Egilea), Park, Kang Ryoung (Egilea)
• Formatua: Liburua
• Argitaratua: JMIR Publications, 2020-11-01T00:00:00Z.
• Gaiak: article
• Sarrera elektronikoa: Connect to this object online.

BackgroundThe 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, v...