AIMC Topic: Tennessee

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Modeling and predicting vehicle accident occurrence in Chattanooga, Tennessee.

Accident; analysis and prevention Nov 7, 2020
Given the ever present threat of vehicular accident occurrence endangering the lives of most people, preventative measures need to be taken to combat vehicle accident occurrence. From dangerous weather to hazardous roadway conditions, there are a hig...
Humans Models, Theoretical Accidents, Traffic Weather Tennessee Neural Networks, Computer Forecasting Cities
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Significant shared heritability underlies suicide attempt and clinically predicted probability of attempting suicide.

Molecular psychiatry Jan 4, 2019
Suicide accounts for nearly 800,000 deaths per year worldwide with rates of both deaths and attempts rising. Family studies have estimated substantial heritability of suicidal behavior; however, collecting the sample sizes necessary for successful ge...
White People United Kingdom Tennessee Health Surveys Biological Specimen Banks Female Probability Machine Learning Risk Factors Suicidal Ideation Phenotype Mental Health Genome-Wide Association Study Male Humans Electronic Health Records Suicide, Attempted
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A Multicenter Study of Early Anti-inflammatory Treatment in Patients With Acute Anterior Cruciate Ligament Tear.

The American journal of sports medicine Oct 7, 2016
BACKGROUND: It is increasingly recognized that biochemical abnormalities of the joint precede radiographic abnormalities of posttraumatic osteoarthritis (PTOA) by as much as decades. A growing body of evidence strongly suggests that the progression f...
Arthrocentesis Tennessee Adolescent Female Inflammation Young Adult Humans Adrenal Cortex Hormones Anti-Inflammatory Agents Male Prospective Studies Cartilage, Articular Kentucky Pain Biomarkers Anterior Cruciate Ligament Injuries Injections, Intra-Articular Osteoarthritis
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Using natural language processing to provide personalized learning opportunities from trainee clinical notes.

Journal of biomedical informatics Jun 10, 2015
OBJECTIVE: Assessment of medical trainee learning through pre-defined competencies is now commonplace in schools of medicine. We describe a novel electronic advisor system using natural language processing (NLP) to identify two geriatric medicine com...
Advance Directives Clinical Clerkship Automation Hospitals, Veterans Tennessee Clinical Competence User-Computer Interface Educational Measurement Academic Medical Centers Education, Medical Natural Language Processing Outcome Assessment, Health Care Aged Students, Medical Middle Aged Geriatrics Learning Humans Reproducibility of Results Software Mental Disorders Algorithms Electronic Health Records
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Prediction of in-hospital mortality after ruptured abdominal aortic aneurysm repair using an artificial neural network.

Journal of vascular surgery May 5, 2015
OBJECTIVE: Ruptured abdominal aortic aneurysm (rAAA) carries a high mortality rate, even with prompt transfer to a medical center. An artificial neural network (ANN) is a computational model that improves predictive ability through pattern recognitio...
ROC Curve Logistic Models Treatment Outcome Aortic Aneurysm, Abdominal Area Under Curve Humans Age Factors Neural Networks, Computer Predictive Value of Tests Risk Assessment Algorithms Retrospective Studies Aged, 80 and over Blood Vessel Prosthesis Implantation Unconsciousness Time Factors Decision Support Techniques Female Endovascular Procedures Hospital Mortality Aortic Rupture Databases, Factual Shock Male Risk Factors Tennessee Multivariate Analysis Middle Aged Aged Heart Arrest Odds Ratio
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Artificial intelligence can predict daily trauma volume and average acuity.

The journal of trauma and acute care surgery Aug 1, 2018
BACKGROUND: The goal of this study was to integrate temporal and weather data in order to create an artificial neural network (ANN) to predict trauma volume, the number of emergent operative cases, and average daily acuity at a Level I trauma center.
Humans Neural Networks, Computer Predictive Value of Tests Emergency Service, Hospital Injury Severity Score Wounds and Injuries Databases, Factual Female Male Tennessee Trauma Centers
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