AIMC Topic: Severity of Illness Index

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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...
Odds Ratio Renal Insufficiency, Chronic Kaplan-Meier Estimate Male Middle Aged Severity of Illness Index Coronary Artery Disease Incidence Stroke Logistic Models Creatinine Humans Atrial Fibrillation Female Multivariate Analysis Risk Factors Aged Age Factors Anticoagulants Warfarin
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Response to "Letter to the editor: Robot training for hand motor recovery in subacute stroke patients: A randomized controlled trial".

Journal of hand therapy : official journal of the American Society of Hand Therapists Oct 17, 2016
Humans Female Hand Stroke Motor Skills Paresis Stroke Rehabilitation Male Severity of Illness Index Treatment Outcome Recovery of Function Robotics
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Predicting symptom severity in autism spectrum disorder based on cortical thickness measures in agglomerative data.

NeuroImage Sep 22, 2016
Machine learning approaches have been widely used for the identification of neuropathology from neuroimaging data. However, these approaches require large samples and suffer from the challenges associated with multi-site, multi-protocol data. We prop...
Adolescent Child Magnetic Resonance Imaging Cerebral Cortex Adult Male Middle Aged Severity of Illness Index Humans Machine Learning Databases, Factual Autism Spectrum Disorder Prognosis Female Young Adult
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Evidence-based selection of training compounds for use in the mechanism-based integrated prediction of drug-induced liver injury in man.

Archives of toxicology Sep 22, 2016
The current test systems employed by pharmaceutical industry are poorly predictive for drug-induced liver injury (DILI). The 'MIP-DILI' project addresses this situation by the development of innovative preclinical test systems which are both mechanis...
Humans Liver Molecular Structure Lysosomes Models, Biological Expert Systems Artificial Intelligence Animals Severity of Illness Index Oxidative Stress Computational Biology Drugs, Investigational Evidence-Based Medicine Mitochondria, Liver Adaptive Immunity Chemical and Drug Induced Liver Injury Hepatobiliary Elimination
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Machine learning approaches to personalize early prediction of asthma exacerbations.

Annals of the New York Academy of Sciences Sep 14, 2016
Patient telemonitoring results in an aggregation of significant amounts of information about patient disease trajectory. However, the potential use of this information for early prediction of exacerbations in adult asthma patients has not been system...
Models, Biological Combined Modality Therapy Telemedicine Computational Biology Monitoring, Physiologic Bayes Theorem Internet Humans Machine Learning Algorithms Asthma Precision Medicine Disease Progression Prognosis Severity of Illness Index Electronic Health Records ROC Curve Adult Decision Support Systems, Clinical Self Care
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Does robot-assisted gait training improve ambulation in highly disabled multiple sclerosis people? A pilot randomized control trial.

Multiple sclerosis (Houndmills, Basingstoke, England) Aug 11, 2016
BACKGROUND: Robotic training is commonly used to assist walking training in patients affected by multiple sclerosis (MS) with non-conclusive results.
Exercise Therapy Multiple Sclerosis Gait Disorders, Neurologic Robotics Disability Evaluation Single-Blind Method Walking Male Gait Middle Aged Severity of Illness Index Pilot Projects Humans Female Aged Adult
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Accuracy of automated classification of major depressive disorder as a function of symptom severity.

NeuroImage. Clinical Jul 27, 2016
BACKGROUND: Growing evidence documents the potential of machine learning for developing brain based diagnostic methods for major depressive disorder (MDD). As symptom severity may influence brain activity, we investigated whether the severity of MDD ...
Brain Female Adult Sensitivity and Specificity Male Humans Algorithms Brain Mapping Image Interpretation, Computer-Assisted Depressive Disorder, Major Severity of Illness Index Psychiatric Status Rating Scales Support Vector Machine Magnetic Resonance Imaging
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Longitudinal clinical score prediction in Alzheimer's disease with soft-split sparse regression based random forest.

Neurobiology of aging Jul 15, 2016
Alzheimer's disease (AD) is an irreversible neurodegenerative disease and affects a large population in the world. Cognitive scores at multiple time points can be reliably used to evaluate the progression of the disease clinically. In recent studies,...
Humans Machine Learning Predictive Value of Tests Alzheimer Disease Datasets as Topic Linear Models Neuroimaging Diffusion Magnetic Resonance Imaging Male Brain Disease Progression Female Severity of Illness Index Aged Longitudinal Studies Aged, 80 and over Regression Analysis
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Robotic Transcatheter Mitral Valve Replacement Using the Sapien XT in the Setting of Severe Mitral Annular Calcification.

Journal of cardiac surgery Apr 5, 2016
We describe the use of the Sapien XT, placed in the mitral position using a totally endoscopic robotic approach in a 76-year-old man with extensive circumferential mitral calcifications and severe stenosis. The patient was at high risk for traditiona...
Calcinosis Robotics Prosthesis Design Mitral Valve Mitral Valve Insufficiency Heart Valve Prosthesis Implantation Cardiac Catheterization Echocardiography, Transesophageal Humans Aged Male Severity of Illness Index
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Automatic assessment of mitral regurgitation severity based on extensive textural features on 2D echocardiography videos.

Computers in biology and medicine Apr 2, 2016
Heart disease is the major cause of death as well as a leading cause of disability in the developed countries. Mitral Regurgitation (MR) is a common heart disease which does not cause symptoms until its end stage. Therefore, early diagnosis of the di...
Mitral Valve Insufficiency Echocardiography Severity of Illness Index Image Processing, Computer-Assisted Support Vector Machine Humans Female Male
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