AIMC Topic: Gastrointestinal Diseases
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Application of Artificial Intelligence to Gastroenterology and Hepatology.
Gastroenterology
Oct 5, 2019
Since 2010, substantial progress has been made in artificial intelligence (AI) and its application to medicine. AI is explored in gastroenterology for endoscopic analysis of lesions, in detection of cancer, and to facilitate the analysis of inflammat...
Artificial intelligence in computer-aided diagnosis of abdomen diseases.
Science China. Life sciences
Sep 27, 2019
The future of endoscopy: Advances in endoscopic image innovations.
Digestive endoscopy : official journal of the Japan Gastroenterological Endoscopy Society
Aug 22, 2019
The latest state of the art technological innovations have led to a palpable progression in endoscopic imaging and may facilitate standardisation of practice. One of the most rapidly evolving modalities is artificial intelligence with recent studies ...
Effects of Food Contamination on Gastrointestinal Morbidity: Comparison of Different Machine-Learning Methods.
International journal of environmental research and public health
Mar 7, 2019
Morbidity prediction can be useful in improving the effectiveness and efficiency of medical services, but accurate morbidity prediction is often difficult because of the complex relationships between diseases and their influencing factors. This study...
Granulomatosis with polyangiitis in Northeastern Brazil: study of 25 cases and review of the literature.
Advances in rheumatology (London, England)
Jun 28, 2018
BACKGROUND: Little has been published about the epidemiology of Granulomatosis with polyangiitis (GPA) in South America, especially in the intertropical zone, and no epidemiological data from Brazil are available. The purpose of the present study was...
Granulomatosis with Polyangiitis
Nervous System Diseases
Eye Diseases
Adult
Humans
Brazil
Adrenal Cortex Hormones
Skin Diseases
Retrospective Studies
Cross-Sectional Studies
Disease Progression
Arthritis
Proteinuria
Acute Kidney Injury
Male
Lung Diseases
Gastrointestinal Diseases
Heart Diseases
Female
Middle Aged
Creatinine
Delayed Diagnosis
Detecting and Locating Gastrointestinal Anomalies Using Deep Learning and Iterative Cluster Unification.
IEEE transactions on medical imaging
May 15, 2018
This paper proposes a novel methodology for automatic detection and localization of gastrointestinal (GI) anomalies in endoscopic video frame sequences. Training is performed with weakly annotated images, using only image-level, semantic labels inste...
Effects of carbohydrate mouth rinse and caffeine on high-intensity interval running in a fed state.
Applied physiology, nutrition, and metabolism = Physiologie appliquee, nutrition et metabolisme
Dec 20, 2017
The current study aims to identify if mouth rinsing with a 6% carbohydrate mouth-rinse (CMR) solution and mouth rinsing and ingestion of caffeine (CMR+CAFF) can affect exercise performance during steady-state (SS) running and high-intensity intervals...
Into the Bowels of Depression: Unravelling Medical Symptoms Associated with Depression by Applying Machine-Learning Techniques to a Community Based Population Sample.
PloS one
Dec 9, 2016
BACKGROUND: Depression is commonly comorbid with many other somatic diseases and symptoms. Identification of individuals in clusters with comorbid symptoms may reveal new pathophysiological mechanisms and treatment targets. The aim of this research w...
Identification of lesion images from gastrointestinal endoscope based on feature extraction of combinational methods with and without learning process.
Medical image analysis
May 14, 2016
The gastrointestinal endoscopy in this study refers to conventional gastroscopy and wireless capsule endoscopy (WCE). Both of these techniques produce a large number of images in each diagnosis. The lesion detection done by hand from the images above...
Acute gastrointestinal toxicity and bowel bag dose-volume parameters for preoperative radiation therapy for retroperitoneal sarcoma.
Practical radiation oncology
Dec 19, 2015
PURPOSE: Acute gastrointestinal (GI) toxicity has been studied in GI and gynecological (GYN) cancers, with volume receiving 15 Gy (V15) <830 mL, V25 <650 mL, and V45 <195 mL identified as dose constraints for the peritoneal space (bowel bag [BB]). Th...
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