AIMC Topic: Breath Tests

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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...
Humans Retrospective Studies Male Middle Aged Adult Female Helicobacter Infections Helicobacter pylori Endoscopy, Gastrointestinal Breath Tests Carbon Isotopes Gastric Mucosa Gastroscopy Decision Support Systems, Clinical Pilot Projects Deep Learning ROC Curve Biopsy Image Processing, Computer-Assisted
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Neural Networks for Prognostication of Patients With Heart Failure.

Circulation. Heart failure Aug 1, 2018
Background Prognostication of heart failure patients from cardiopulmonary exercise test (CPET) currently involves simplification of complex time-series data into summary indices. We hypothesized that prognostication could be improved by considering t...
Breath Tests Data Mining Cardiorespiratory Fitness Exercise Tolerance Retrospective Studies Female Clinical Decision-Making Neural Networks, Computer Prognosis Humans Predictive Value of Tests Middle Aged Male Health Status Risk Assessment Risk Factors Adult Aged Exercise Test Heart Failure
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Artificial intelligence in diagnosis of obstructive lung disease: current status and future potential.

Current opinion in pulmonary medicine Mar 1, 2018
PURPOSE OF REVIEW: The application of artificial intelligence in the diagnosis of obstructive lung diseases is an exciting phenomenon. Artificial intelligence algorithms work by finding patterns in data obtained from diagnostic tests, which can be us...
Pattern Recognition, Automated Respiratory Function Tests Diagnosis, Computer-Assisted Neural Networks, Computer Respiratory Sounds Machine Learning Humans Breath Tests Artificial Intelligence Tomography, X-Ray Computed Lung Diseases, Obstructive Algorithms
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