AIMC Topic: Odds Ratio

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Prediction of hematoma expansion in spontaneous intracerebral hemorrhage using support vector machine.

EBioMedicine May 3, 2019
BACKGROUND: Spontaneous intracerebral hemorrhage (ICH) is a devastating disease with high mortality rate. This study aimed to predict hematoma expansion in spontaneous ICH from routinely available variables by using support vector machine (SVM) metho...
Female Aged Aged, 80 and over Young Adult Adult Humans Biomarkers Prognosis Retrospective Studies Tomography, X-Ray Computed Support Vector Machine Cerebral Hemorrhage Models, Biological Hematoma Odds Ratio Glasgow Coma Scale Sensitivity and Specificity Male Middle Aged ROC Curve Image Processing, Computer-Assisted
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Experience With Hypothermic Machine Perfusion in Expanded Criteria Donors: Functional Outcomes.

Transplantation proceedings Sep 18, 2018
UNLABELLED: Hypothermic machine perfusion (HMP) decreases delayed graft function (DGF) and improves 1-year graft survival in expanded criteria donors (ECDs). Time of HMP could be associated with incidence of DGF.
Tissue Donors Male Multivariate Analysis Humans Odds Ratio Middle Aged Graft Survival Kidney Transplantation Cohort Studies Female Logistic Models Cryopreservation Aged Perfusion Delayed Graft Function Proportional Hazards Models Adult
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Prediction of Return-to-original-work after an Industrial Accident Using Machine Learning and Comparison of Techniques.

Journal of Korean medical science Apr 25, 2018
BACKGROUND: Many studies have tried to develop predictors for return-to-work (RTW). However, since complex factors have been demonstrated to predict RTW, it is difficult to use them practically. This study investigated whether factors used in previou...
Databases, Factual Humans Female Decision Trees Machine Learning Adult Accidents, Occupational Odds Ratio Male Return to Work Logistic Models Middle Aged Support Vector Machine
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Early Colorectal Cancer Detected by Machine Learning Model Using Gender, Age, and Complete Blood Count Data.

Digestive diseases and sciences Aug 23, 2017
BACKGROUND: Machine learning tools identify patients with blood counts indicating greater likelihood of colorectal cancer and warranting colonoscopy referral.
Machine Learning Algorithms Female Reproducibility of Results Risk Factors Humans Middle Aged Colonoscopy Diagnosis, Computer-Assisted ROC Curve Age Factors Early Detection of Cancer Aged Aged, 80 and over Adult Colorectal Neoplasms Male Referral and Consultation Predictive Value of Tests Blood Cell Count Area Under Curve Odds Ratio Registries Data Mining Sex Factors
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Antiphospholipid Antibodies and Heart Valve Disease in Systemic Lupus Erythematosus.

The American journal of the medical sciences Jul 20, 2017
Evaluation of antiphospholipid antibodies (aPL) and correlation with heart valve abnormalities among patients with systemic lupus erythematosus (SLE). Nested case-control study was conducted with 70 patients with SLE selected from a longitudinal data...
Adolescent Logistic Models Aortic Valve Stenosis Humans Lupus Erythematosus, Systemic Antibodies, Antiphospholipid Aortic Valve Insufficiency Female Adult Mitral Valve Insufficiency Mitral Valve Stenosis Heart Valve Diseases Young Adult Male Tricuspid Valve Insufficiency Multivariate Analysis Echocardiography Odds Ratio Middle Aged Heart Valve Prosthesis Case-Control Studies
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Prediction of Prolonged Ventilation after Coronary Artery Bypass Grafting: Data from an Artificial Neural Network.

The heart surgery forum Feb 24, 2017
OBJECTIVES: The need for mechanical ventilation 24 hours after coronary artery bypass grafting (CABG) is considered a morbidity by the Society of Thoracic Surgeons. The purpose of this investigation was twofold: to identify simple preoperative patien...
ROC Curve Coronary Artery Disease Odds Ratio Coronary Artery Bypass Humans Neural Networks, Computer Prognosis Retrospective Studies Female Middle Aged Postoperative Complications Respiration, Artificial Risk Factors Aged Male
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Elevated Plasma Neutrophil Gelatinase-Associated Lipocalin Level as a Risk Factor for Anemia in Patients with Systemic Inflammation.

BioMed research international Dec 29, 2016
Studies on neutrophil gelatinase-associated lipocalin (NGAL) as an iron-regulatory protein are limited. This study investigated the relationships between plasma NGAL levels and indices of anemia in 187 patients with systemic inflammation. Plasma NGAL...
Biomarkers Female Risk Factors Humans Anemia Middle Aged Aged Odds Ratio Inflammation Aged, 80 and over C-Reactive Protein Young Adult Iron Adult Lipocalin-2 Male
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Incidence of severe renal dysfunction among individuals taking warfarin and implications for non-vitamin K oral anticoagulants.

American heart journal Nov 4, 2016
BACKGROUND: The purpose of this study is to assess incidence and risk factors for severe renal dysfunction in patients requiring oral anticoagulation to help guide initial drug choice and provide a rational basis for interval monitoring of renal func...
Coronary Artery Disease Stroke Creatinine Atrial Fibrillation Multivariate Analysis Odds Ratio Kaplan-Meier Estimate Logistic Models Renal Insufficiency, Chronic Age Factors Anticoagulants Warfarin Aged Male Middle Aged Severity of Illness Index Incidence Humans Female Risk Factors
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Progesterone supplementation during the time of pregnancy recognition after artificial insemination improves conception rates in high-producing dairy cows.

Theriogenology Dec 30, 2015
This study examines the possible effects of progesterone (P4) supplementation during the time of pregnancy recognition, from Days 15 to 17 post-artificial insemination (AI), on reproductive performance in high-producing dairy cows. Cows in their 15th...
Pregnancy Female Animals Insemination, Artificial Odds Ratio Fertilization Cattle Progesterone Progestins
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Neural Network Prediction of ICU Length of Stay Following Cardiac Surgery Based on Pre-Incision Variables.

PloS one Dec 28, 2015
BACKGROUND: Advanced predictive analytical techniques are being increasingly applied to clinical risk assessment. This study compared a neural network model to several other models in predicting the length of stay (LOS) in the cardiac surgical intens...
Risk Assessment Length of Stay Cardiac Surgical Procedures Linear Models Odds Ratio Humans Neural Networks, Computer Intensive Care Units Female Male
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