AIMC Topic: Severity of Illness Index

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Long-term Effectiveness of Intensive Therapy in Chronic Stroke.

Neurorehabilitation and neural repair Oct 8, 2015
Background While recent clinical trials involving robot-assisted therapy have failed to show clinically significant improvement versus conventional therapy, it is possible that a broader strategy of intensive therapy-to include robot-assisted rehabil...
Female Aged Adult Male Middle Aged Humans Retrospective Studies Chronic Disease Robotics Stroke Exercise Therapy Hospitals, Veterans Stroke Rehabilitation Severity of Illness Index United States Treatment Outcome Longitudinal Studies Recovery of Function
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Using Arden Syntax Medical Logic Modules to reduce overutilization of laboratory tests for detection of bacterial infections-Success or failure?

Artificial intelligence in medicine Sep 25, 2015
OBJECTIVE: Bacterial infections frequently cause prolonged intensive care unit (ICU) stays. Repeated measurements of the procalcitonin (PCT) biomarker are typically used for early detection and follow up of bacterial infections and sepsis, but those ...
Cross Infection Medical Overuse Hematologic Tests Intensive Care Units Severity of Illness Index Procalcitonin Attitude of Health Personnel Bacterial Infections Decision Support Systems, Clinical Programming Languages Longitudinal Studies Expert Systems Humans Medical Informatics Artificial Intelligence Prospective Studies
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Automatic classification of apnea/hypopnea events through sleep/wake states and severity of SDB from a pulse oximeter.

Physiological measurement Aug 11, 2015
This study proposes a method of automatically classifying sleep apnea/hypopnea events based on sleep states and the severity of sleep-disordered breathing (SDB) using photoplethysmogram (PPG) and oxygen saturation (SpO2) signals acquired from a pulse...
Female Sensitivity and Specificity Male Middle Aged Severity of Illness Index Diagnosis, Computer-Assisted Humans Algorithms Sleep Oximetry Photoplethysmography Support Vector Machine Regression Analysis Sleep Apnea Syndromes Wakefulness
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Fuzzy Modeling to Predict Severely Depressed Left Ventricular Ejection Fraction following Admission to the Intensive Care Unit Using Clinical Physiology.

TheScientificWorldJournal Aug 5, 2015
Left ventricular ejection fraction (LVEF) constitutes an important physiological parameter for the assessment of cardiac function, particularly in the settings of coronary artery disease and heart failure. This study explores the use of routinely and...
Hemodynamics Retrospective Studies Humans Models, Theoretical Intensive Care Units Fuzzy Logic Algorithms Ventricular Function, Left Heart Failure Databases, Factual Stroke Volume Patient Admission Biomarkers Severity of Illness Index Prognosis
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Exploring multifractal-based features for mild Alzheimer's disease classification.

Magnetic resonance in medicine Jul 20, 2015
PURPOSE: Multifractal applications to resting state functional MRI (rs-fMRI) time series for diagnosing Alzheimer's disease (AD) are still limited. We aim to address two issues: (I) if and what multifractal features are sufficiently discriminative to...
Alzheimer Disease Image Interpretation, Computer-Assisted Pattern Recognition, Automated Image Enhancement Fractals Subtraction Technique Humans Algorithms Male Brain Severity of Illness Index Female Support Vector Machine Reproducibility of Results Magnetic Resonance Imaging Aged Diagnosis, Differential Sensitivity and Specificity
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Multivariate classification of autism spectrum disorder using frequency-specific resting-state functional connectivity--A multi-center study.

Progress in neuro-psychopharmacology & biological psychiatry Jul 4, 2015
BACKGROUND: Resting-state functional magnetic resonance imaging studies examining low frequency fluctuations (0.01-0.08 Hz) have revealed atypical whole brain functional connectivity patterns in adolescents with autism spectrum disorder (ASD), and th...
Support Vector Machine Magnetic Resonance Imaging Brain Mapping Data Interpretation, Statistical Rest Female Male Severity of Illness Index Adolescent Child Multivariate Analysis Neural Pathways Head Movements Humans Databases, Factual Autism Spectrum Disorder Brain
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A novel method for discrimination between innocent and pathological heart murmurs.

Medical engineering & physics May 21, 2015
This paper presents a novel method for discrimination between innocent and pathological murmurs using the growing time support vector machine (GTSVM). The proposed method is tailored for characterizing innocent murmurs (IM) by putting more emphasis o...
Databases, Factual Aged Aged, 80 and over Sensitivity and Specificity Middle Aged Humans Infant Severity of Illness Index Support Vector Machine Adolescent Aortic Valve Stenosis Child, Preschool Wavelet Analysis Child Heart Murmurs Phonocardiography
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Seasonal variation in onset and relapse of IBD and a model to predict the frequency of onset, relapse, and severity of IBD based on artificial neural network.

International journal of colorectal disease May 15, 2015
BACKGROUND: Previous research has yielded conflicting data as to whether the natural history of inflammatory bowel disease follows a seasonal pattern. The purpose of this study was (1) to determine whether the frequency of onset and relapse of inflam...
Male Humans Middle Aged Recurrence Crohn Disease Neural Networks, Computer Severity of Illness Index Weather Forecasting Incidence Seasons Female Colitis, Ulcerative Adult
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Robot-assisted gait training might be beneficial for more severely affected children with cerebral palsy.

Developmental neurorehabilitation Apr 2, 2015
PURPOSE: Robot-assisted gait training (RAGT) can complement conventional therapies in children with cerebral palsy. We investigated changes in walking-related outcomes between children with different Gross Motor Function Classification System (GMFCS)...
Walking Gait Exercise Therapy Cerebral Palsy Adolescent Humans Child, Preschool Retrospective Studies Child Young Adult Female Treatment Outcome Male Robotics Severity of Illness Index
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The HAAPI (Home Arm Assistance Progression Initiative) Trial: A Novel Robotics Delivery Approach in Stroke Rehabilitation.

Neurorehabilitation and neural repair Mar 17, 2015
BACKGROUND: Geographical location, socioeconomic status, and logistics surrounding transportation impede access of poststroke individuals to comprehensive rehabilitative services. Robotic therapy may enhance telerehabilitation by delivering consisten...
Age Factors Robotics Single-Blind Method Humans Telerehabilitation Adult Exercise Therapy Prospective Studies Stroke Male Arm Retrospective Studies Middle Aged Paresis Female Severity of Illness Index Stroke Rehabilitation Aged Treatment Outcome Mental Status Schedule
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