AIMC Topic: Severity of Illness Index

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Automatic mining of symptom severity from psychiatric evaluation notes.

International journal of methods in psychiatric research Dec 22, 2017
OBJECTIVES: As electronic mental health records become more widely available, several approaches have been suggested to automatically extract information from free-text narrative aiming to support epidemiological research and clinical decision-making...
Humans Neural Networks, Computer Machine Learning Data Mining Mental Disorders Electronic Health Records Adult Severity of Illness Index
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Prognostic Implications of Magnetic Resonance-Derived Quantification in Asymptomatic Patients With Organic Mitral Regurgitation: Comparison With Doppler Echocardiography-Derived Integrative Approach.

Circulation Dec 21, 2017
BACKGROUND: Magnetic resonance imaging (MRI) is an accurate method for the quantitative assessment of organic mitral regurgitation (OMR). The aim of the present study was to compare the discriminative power of MRI quantification and the recommended D...
Echocardiography, Doppler Mitral Valve Mitral Valve Insufficiency Proportional Hazards Models Kaplan-Meier Estimate Humans Reproducibility of Results Prognosis Aged Female Sensitivity and Specificity ROC Curve Male Magnetic Resonance Imaging Middle Aged Area Under Curve Severity of Illness Index
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White matter hyperintensity and stroke lesion segmentation and differentiation using convolutional neural networks.

NeuroImage. Clinical Dec 20, 2017
White matter hyperintensities (WMH) are a feature of sporadic small vessel disease also frequently observed in magnetic resonance images (MRI) of healthy elderly subjects. The accurate assessment of WMH burden is of crucial importance for epidemiolog...
Severity of Illness Index Image Processing, Computer-Assisted Magnetic Resonance Imaging Humans Stroke Neural Networks, Computer White Matter Algorithms Brain
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Spontaneous Intraventricular Hemorrhage: When Should Intraventricular tPA Be Considered?

Seminars in respiratory and critical care medicine Dec 20, 2017
Spontaneous intracerebral hemorrhage (ICH) is the most common cause of intraventricular hemorrhage (IVH) in adults. Complicating approximately 40% of ICH cases, IVH adds to the morbidity and mortality of this often fatal form of stroke. It is also a ...
Severity of Illness Index Cerebral Hemorrhage Drainage Fibrinolytic Agents Injections, Intraventricular Stroke Tissue Plasminogen Activator Humans Adult Quality of Life
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Vitamin D and obstructive sleep apnea: a systematic review and meta-analysis.

Sleep medicine Dec 14, 2017
OBJECTIVE/BACKGROUND: Several studies have reported an association between 25-hydroxyvitamin D (25(OH)D) levels and obstructive sleep apnea (OSA) patients. The objective of the current study was to perform a systematic review and meta-analysis of the...
Severity of Illness Index Vitamin D Vitamin D Deficiency Sleep Apnea, Obstructive Humans
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Efficacy and safety of lebrikizumab in adult patients with mild-to-moderate asthma not receiving inhaled corticosteroids.

Respiratory medicine Dec 13, 2017
BACKGROUND: Asthma is a heterogeneous and complex disease in both its clinical course and response to treatment. IL-13 is central to Type 2 inflammation and contributes to many features of asthma. In a previous Phase 2 study, lebrikizumab, an anti-IL...
Quinolines Administration, Inhalation Anti-Asthmatic Agents Injections, Subcutaneous Treatment Outcome Male Acetates Double-Blind Method Humans Cyclopropanes Middle Aged Sulfides Forced Expiratory Volume Female Glucocorticoids Antibodies, Monoclonal Treatment Failure Adult Severity of Illness Index Asthma
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Vitamin D Deficiency and Atopic Dermatitis: Consider Disease, Race, and Body Mass.

Skinmed Dec 1, 2017
Vitamin D deficiency causes rickets, but has been associated with various diseases, including atopic dermatitis (AD). This study analyzes serum vitamin D in pediatric medical center patients with AD and potential confounding factors. At Cardinal Glen...
White People Black or African American Racial Groups Dermatitis, Atopic Asian Skin Pigmentation Young Adult Body Mass Index Male Adolescent Vitamin D Infant Vitamin D Deficiency Child, Preschool Humans Prevalence Cystic Fibrosis Child Severity of Illness Index United States Retrospective Studies Female Infant, Newborn
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Developing a Machine Learning System for Identification of Severe Hand, Foot, and Mouth Disease from Electronic Medical Record Data.

Scientific reports Nov 27, 2017
Children of severe hand, foot, and mouth disease (HFMD) often present with same clinical features as those of mild HFMD during the early stage, yet later deteriorate rapidly with a fulminant disease course. Our goal was to: (1) develop a machine lear...
Child, Preschool ROC Curve Public Health Surveillance Hand, Foot and Mouth Disease Infant Comorbidity Severity of Illness Index China Humans Female Retrospective Studies Machine Learning Infant, Newborn Electronic Health Records Algorithms Male Biomarkers
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A universal deep learning approach for modeling the flow of patients under different severities.

Computer methods and programs in biomedicine Nov 7, 2017
BACKGROUND AND OBJECTIVE: The Accident and Emergency Department (A&ED) is the frontline for providing emergency care in hospitals. Unfortunately, relative A&ED resources have failed to keep up with continuously increasing demand in recent years, whic...
Humans Neural Networks, Computer Machine Learning Algorithms Triage Clinical Decision-Making Emergency Service, Hospital Reproducibility of Results Hong Kong Severity of Illness Index Stochastic Processes Models, Theoretical
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Pronation and supination analysis based on biomechanical signals from Parkinson's disease patients.

Artificial intelligence in medicine Oct 16, 2017
In this work, a fuzzy inference model to evaluate hands pronation/supination exercises during the MDS-UPDRS motor examination is proposed to analyze different extracted features from the bio-mechanical signals acquired from patients with Parkinson's ...
Fuzzy Logic Parkinson Disease Predictive Value of Tests Disability Evaluation Severity of Illness Index Case-Control Studies Diagnosis, Computer-Assisted Time Factors Supination Signal Processing, Computer-Assisted Hand Activities of Daily Living Pronation Humans Biomechanical Phenomena
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