AIMC Topic: Risk Assessment

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Machine Learning Models for the Hearing Impairment Prediction in Workers Exposed to Complex Industrial Noise: A Pilot Study.

Ear and hearing Jan 1, 2019
OBJECTIVES: To demonstrate the feasibility of developing machine learning models for the prediction of hearing impairment in humans exposed to complex non-Gaussian industrial noise.
Humans Machine Learning Female Young Adult Adult Support Vector Machine Feasibility Studies Audiometry, Pure-Tone Hearing Loss, Noise-Induced Noise, Occupational Male Middle Aged Risk Assessment China Pilot Projects
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Serum Aldosterone as Predictor of Progression of Coronary Heart Disease in Patients Without Signs of Heart Failure After Acute Myocardial Infarction.

Medical archives (Sarajevo, Bosnia and Herzegovina) Dec 1, 2018
INTRODUCTION: In patients with acute myocardial infarction (AMI) early risk assessment of development of complications is of great importance. It is proven that aldosterone level has a major role in progression of cardiovascular pathology.
Aged Follow-Up Studies Coronary Disease Humans Predictive Value of Tests Male Biomarkers Myocardial Infarction Middle Aged Aldosterone Prognosis Risk Assessment Female Disease Progression
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Use of Deep Learning for Detailed Severity Characterization and Estimation of 5-Year Risk Among Patients With Age-Related Macular Degeneration.

JAMA ophthalmology Dec 1, 2018
IMPORTANCE: Although deep learning (DL) can identify the intermediate or advanced stages of age-related macular degeneration (AMD) as a binary yes or no, stratified gradings using the more granular Age-Related Eye Disease Study (AREDS) 9-step detaile...
Reproducibility of Results Risk Factors Aged Male Middle Aged Humans Algorithms Retrospective Studies Female Diagnostic Techniques, Ophthalmological Macula Lutea Risk Assessment Incidence Disease Progression Time Factors Severity of Illness Index United States Deep Learning Follow-Up Studies Macular Degeneration
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Automated Risk Assessment for School Violence: a Pilot Study.

The Psychiatric quarterly Dec 1, 2018
School violence has increased over the past ten years. This study evaluated students using a more standard and sensitive method to help identify students who are at high risk for school violence. 103 participants were recruited through Cincinnati Chi...
Natural Language Processing Schools Violence Aggression Humans Machine Learning Female Male Risk Assessment Adolescent Child Adolescent Behavior
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Machine Learning Outperforms ACC / AHA CVD Risk Calculator in MESA.

Journal of the American Heart Association Nov 20, 2018
Background Studies have demonstrated that the current US guidelines based on American College of Cardiology/American Heart Association (ACC/AHA) Pooled Cohort Equations Risk Calculator may underestimate risk of atherosclerotic cardiovascular disease ...
Coronary Artery Disease Hydroxymethylglutaryl-CoA Reductase Inhibitors Male Female Cardiovascular Diseases Risk Factors Middle Aged Risk Assessment Aged Support Vector Machine Sensitivity and Specificity Humans Machine Learning
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Predicting Pressure Injury in Critical Care Patients: A Machine-Learning Model.

American journal of critical care : an official publication, American Association of Critical-Care Nurses Nov 1, 2018
BACKGROUND: Hospital-acquired pressure injuries are a serious problem among critical care patients. Some can be prevented by using measures such as specialty beds, which are not feasible for every patient because of costs. However, decisions about wh...
ROC Curve Predictive Value of Tests Critical Care Pressure Ulcer Beds Male Middle Aged Risk Assessment Severity of Illness Index Iatrogenic Disease Humans Machine Learning Electronic Health Records Female Risk Factors Aged Adult
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Self-driving car dilemmas reveal that moral choices are not universal.

Nature Oct 1, 2018
Pets Humans Moral Obligations Age Factors Artificial Intelligence Cultural Characteristics Automobiles Animals Female Ethical Relativism Automobile Driving Robotics Male Morals Accidents, Traffic Risk Assessment Public Opinion Safety Management Surveys and Questionnaires Harm Reduction Socioeconomic Factors
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Machine-Assisted Genotype Update System (MAGUS) for Inherited Cardiomyopathies.

Circulation. Cardiovascular quality and outcomes Oct 1, 2018
Machine Learning Phenotype Prognosis Reproducibility of Results Risk Factors Risk Assessment Genetic Predisposition to Disease Computational Biology Predictive Value of Tests Genetic Testing Cardiomyopathy, Dilated Humans Data Mining Arrhythmogenic Right Ventricular Dysplasia Genetic Variation Cardiomyopathy, Hypertrophic, Familial High-Throughput Nucleotide Sequencing Heredity Pedigree
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Surgical Risk Is Not Linear: Derivation and Validation of a Novel, User-friendly, and Machine-learning-based Predictive OpTimal Trees in Emergency Surgery Risk (POTTER) Calculator.

Annals of surgery Oct 1, 2018
INTRODUCTION: Most risk assessment tools assume that the impact of risk factors is linear and cumulative. Using novel machine-learning techniques, we sought to design an interactive, nonlinear risk calculator for Emergency Surgery (ES).
Machine Learning Decision Support Techniques Risk Assessment Humans Postoperative Complications User-Computer Interface Emergencies Predictive Value of Tests Surgical Procedures, Operative
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The Robot: a big disappointment, or just early days?

Colorectal disease : the official journal of the Association of Coloproctology of Great Britain and Ireland Sep 1, 2018
Equipment Safety Colorectal Surgery Treatment Outcome Robotics Robotic Surgical Procedures Humans Health Care Costs Forecasting Risk Assessment Postoperative Complications
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