AIMC Topic: Gastrointestinal Hemorrhage
Clear Filters Showing 41 to 50 of 57 articles
Deep learning to predict esophageal variceal bleeding based on endoscopic images.
The Journal of international medical research
Oct 1, 2023
OBJECTIVE: Esophageal varix (EV) bleeding is a particularly serious complications of cirrhosis. Prediction of EV bleeding requires extensive endoscopy experience; it remains unreliable and inefficient. This retrospective cohort study evaluated the fe...
Advancing care for acute gastrointestinal bleeding using artificial intelligence.
Journal of gastroenterology and hepatology
Feb 1, 2021
The future of gastrointestinal bleeding will include the integration of machine learning algorithms to enhance clinician risk assessment and decision making. Machine learning algorithms have shown promise in outperforming existing clinical risk score...
Low Predictability of Readmissions and Death Using Machine Learning in Cirrhosis.
The American journal of gastroenterology
Feb 1, 2021
INTRODUCTION: Readmission and death in cirrhosis are common, expensive, and difficult to predict. Our aim was to evaluate the abilities of multiple artificial intelligence (AI) techniques to predict clinical outcomes based on variables collected at a...
Reproducibility of Results
Aged
Male
Machine Learning
Anti-Bacterial Agents
Female
ROC Curve
Logistic Models
Liver Cirrhosis
Support Vector Machine
Middle Aged
Severity of Illness Index
Cohort Studies
Humans
End Stage Liver Disease
Rifaximin
beta-Lactams
Adrenergic beta-Antagonists
Clinical Decision Rules
Gastrointestinal Agents
Gastrointestinal Hemorrhage
Mortality
Kidney Diseases
Water-Electrolyte Imbalance
Lactulose
Proton Pump Inhibitors
Hydrothorax
Patient Readmission
Infections
Ascites
Hepatic Encephalopathy
Paracentesis
Artificial intelligence-based prediction of transfusion in the intensive care unit in patients with gastrointestinal bleeding.
BMJ health & care informatics
Jan 1, 2021
OBJECTIVE: Gastrointestinal (GI) bleeding commonly requires intensive care unit (ICU) in cases of potentialhaemodynamiccompromise or likely urgent intervention. However, manypatientsadmitted to the ICU stop bleeding and do not require further interve...
Gastric vascular abnormalities: diagnosis and management.
Current opinion in gastroenterology
Nov 1, 2020
PURPOSE OF REVIEW: Gastric vascular abnormalities are a well known cause of gastrointestinal bleeding. Due to their recurrent bleeding tendency and potential to cause life-threatening blood loss, gastric vascular abnormalities can result in significa...
Explainable Machine Learning Model for Predicting GI Bleed Mortality in the Intensive Care Unit.
The American journal of gastroenterology
Oct 1, 2020
INTRODUCTION: Acute gastrointestinal (GI) bleed is a common reason for hospitalization with 2%-10% risk of mortality. In this study, we developed a machine learning (ML) model to calculate the risk of mortality in intensive care unit patients admitte...
Machine Learning Prognostic Models for Gastrointestinal Bleeding Using Electronic Health Record Data.
The American journal of gastroenterology
Aug 1, 2020
Risk assessment tools for patients with gastrointestinal bleeding may be used for determining level of care and informing management decisions. Development of models that use data from electronic health records is an important step for future deploym...
[Current status of AI diagnosis in upper gastrointestinal tract].
Nihon Shokakibyo Gakkai zasshi = The Japanese journal of gastro-enterology
Jan 1, 2020
Improving Acute GI Bleeding Management Through Artificial Intelligence: Unnatural Selection?
Digestive diseases and sciences
Aug 1, 2019
Ontologic Model of Diagnostics and Treatment of Gastrointestinal Bleedings of Unknown Origin.
Studies in health technology and informatics
Jul 4, 2019
The article presents the semantic model of diagnostics and treatment of patients with gastrointestinal bleedings when the reasons of bleeding cannot be establihed by means of a laboratory tests, endoscopy and colonoscopy.
Don't Miss the Future of Medicine
Join thousands of healthcare professionals staying informed about the latest AI breakthroughs in medicine. Get curated insights delivered to your inbox.
Subscribe NowPopular Topics
- Machine Learning 30978
- Neural Networks, Computer 29696
- Algorithms 26813
- Deep Learning 26324
- Artificial Intelligence 24267
- Robotics 13307
- Image Processing, Computer-Assisted 9512
- Retrospective Studies 9097
- Magnetic Resonance Imaging 6173
- Reproducibility of Results 5589
- Tomography, X-Ray Computed 4765
- Support Vector Machine 4678
- Computational Biology 4229
- Brain 4045
- Computer Simulation 3877
Recent Journals
- Scientific reports 5865
- Sensors (Basel, Switzerland) 4794
- PloS one 4011
- Neural networks : the official journal of the International Neural Network Society 2928
- Computational intelligence and neuroscience 1931
- Computers in biology and medicine 1839
- Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference 1686
- Studies in health technology and informatics 1278
- IEEE journal of biomedical and health informatics 1129
- Journal of chemical information and modeling 994
- Nature communications 938
- Computer methods and programs in biomedicine 883
- Bioinformatics (Oxford, England) 861
- Briefings in bioinformatics 850
- IEEE transactions on neural networks and learning systems 823