Artificial Intelligence in Gastrointestinal Disease: Diagnosis and Management

Gastrointestinal disease (GID), the disease of the gastrointestinal tract, is one of the main contributors to disease burden around the world. GID causes 8 million deaths around the world per year and cost 120 billion dollars in the United States in 2018 alone. Simultaneously, the notion of artifici...

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Bibliographic Details
Format:	Online
Language:	English
Published:	MDPI - Multidisciplinary Digital Publishing Institute 2024
Subjects:	deep learning transfer learning poorly differentiated adenocarcinoma colon machine learning artificial intelligence acute diverticulitis outcome prediction emergency complications CT volumetry segmentation living right liver donors automated segmentation U-NET colonoscopy colonoscopy preparation quality neuroendocrine tumors neuroendocrine neoplasms carcinoid gastroenteropancreatic GEP-NETs Pan-NENs SI-NETS colorectal cancer convolutional neural network (CNN) polyp detection polyp localization narrow-band image colon polyp Retinex gamma and sigmoid conversion YOLO colon capsule endoscopy convolutional neural network colorectal neoplasia bowel cleansing deep transfer learning multi-scale encoding weighted feature maps fusion image augmentation polyp inception module single-shot multibox detector (SSD) wireless capsule endoscopy images (WCE) pancreatic cystic lesions mucinous cystic neoplasm intraductal papillary mucinous neoplasm endoscopic ultrasound gut microbiome classification inflammatory bowel disease stacked generalization ensemble learning gastrointestinal disease early diagnosis medical image analysis polyp segmentation attention mechanism semantic segmentation healthcare informatics multiscale DenseNet lean fatty liver machine learning model fatty liver index OpenAI’s ChatGPT chatbot natural language processing (NLP) medical information gastroenterology patients’ questions breathomics volatile organic compounds automated diagnosis validation manifold learning ONCOSCREEN gastroscopy Gastro-BaseNet ImageNet endoscopy polypoid lesion identification polypoid lesion segmentation YOLO-V8 WCE images gastrointestinal disorders thema EDItEUR::M Medicine and Nursing::MB Medicine: general issues
Online Access:	ONIX_20240514_9783725806539_420
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Artificial Intelligence in Gastrointestinal Disease: Diagnosis and Management

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