AI Medical Compendium Journal:
Clinical and translational gastroenterology

Showing 21 to 23 of 23 articles

High Accuracy of Convolutional Neural Network for Evaluation of Helicobacter pylori Infection Based on Endoscopic Images: Preliminary Experience.

Clinical and translational gastroenterology Dec 1, 2019
OBJECTIVES: Application of artificial intelligence in gastrointestinal endoscopy is increasing. The aim of the study was to examine the accuracy of convolutional neural network (CNN) using endoscopic images for evaluating Helicobacter pylori (H. pylo...
Retrospective Studies Female Humans Helicobacter Infections Helicobacter pylori Biopsy Endoscopy, Gastrointestinal Pilot Projects Breath Tests Carbon Isotopes ROC Curve Gastroscopy Decision Support Systems, Clinical Gastric Mucosa Image Processing, Computer-Assisted Middle Aged Deep Learning Adult Male
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Machine Learning-Based Computational Models Derived From Large-Scale Radiographic-Radiomic Images Can Help Predict Adverse Histopathological Status of Gastric Cancer.

Clinical and translational gastroenterology Oct 1, 2019
INTRODUCTION: Adverse histopathological status (AHS) decreases outcomes of gastric cancer (GC). With the lack of a single factor with great reliability to preoperatively predict AHS, we developed a computational approach by integrating large-scale im...
Preoperative Period Kaplan-Meier Estimate Gastrectomy Disease-Free Survival Stomach Contrast Media Neoplasm Invasiveness Neoplasm Staging Neoplasm Recurrence, Local Image Processing, Computer-Assisted Follow-Up Studies Prevalence Humans Machine Learning Computer Simulation Reproducibility of Results Stomach Neoplasms Male Middle Aged Tomography, X-Ray Computed Female Prognosis Retrospective Studies
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Usefulness of Deep Learning Analysis for the Diagnosis of Malignancy in Intraductal Papillary Mucinous Neoplasms of the Pancreas.

Clinical and translational gastroenterology May 22, 2019
OBJECTIVES: Intraductal papillary mucinous neoplasms (IPMNs) are precursor lesions of pancreatic adenocarcinoma. Artificial intelligence (AI) is a mathematical concept whose implementation automates learning and recognizing data patterns. The aim of ...
Pancreatic Intraductal Neoplasms Pancreatectomy Preoperative Period Pancreas Deep Learning Carcinoma, Pancreatic Ductal Aged ROC Curve Endosonography Aged, 80 and over Image Processing, Computer-Assisted Middle Aged Adult Pancreatic Neoplasms Disease Progression Male Retrospective Studies Humans Female
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