Automatic detection and classification of protruding lesions in wireless capsule endoscopy images based on a deep convolutional neural network
Hiroaki Saito, Tomonori Aoki, Kazuharu Aoyama, Yusuke Kato, Akiyoshi Tsuboi, Atsuo Yamada, Mitsuhiro Fujishiro, Shiro Oka, Soichiro Ishihara, Tomoki Matsuda, Masato Nakahori, Shinji Tanaka, Kazuhiko Koike, Tomohiro Tada
Topics & Concepts
MedicineCapsule endoscopyConvolutional neural networkReceiver operating characteristicArtificial intelligenceDeep learningConfidence intervalRadiologyPattern recognition (psychology)Computer scienceInternal medicineGastrointestinal Bleeding Diagnosis and TreatmentColorectal Cancer Screening and DetectionGastric Cancer Management and Outcomes