AIMC Topic: Health Status

Clear Filters Showing 81 to 90 of 121 articles

Prognostic Value of Combined Clinical and Myocardial Perfusion Imaging Data Using Machine Learning.

JACC. Cardiovascular imaging Oct 18, 2017
OBJECTIVES: This study evaluated the added predictive value of combining clinical information and myocardial perfusion single-photon emission computed tomography (SPECT) imaging (MPI) data using machine learning (ML) to predict major adverse cardiac ...
Risk Factors Aged Aged, 80 and over Male Cardiovascular Diseases Humans Machine Learning Prognosis Female Reproducibility of Results Predictive Value of Tests Exercise Test Tomography, Emission-Computed, Single-Photon Coronary Circulation Myocardial Perfusion Imaging Middle Aged Risk Assessment Hemodynamics Time Factors Health Status
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Evaluation of an automated knowledge-based textual summarization system for longitudinal clinical data, in the intensive care domain.

Artificial intelligence in medicine Sep 27, 2017
OBJECTIVES: To examine the feasibility of the automated creation of meaningful free-text summaries of longitudinal clinical records, using a new general methodology that we had recently developed; and to assess the potential benefits to the clinical ...
Health Status Natural Language Processing Retrospective Studies Tertiary Care Centers Intensive Care Units Feasibility Studies Electronic Health Records Knowledge Bases Length of Stay Humans Critical Care Time Factors Medical Informatics Automation Patient Discharge Summaries Continuity of Patient Care
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Subject-enabled analytics model on measurement statistics in health risk expert system for public health informatics.

International journal of medical informatics Sep 2, 2017
PURPOSE: This study applied open source technology to establish a subject-enabled analytics model that can enhance measurement statistics of case studies with the public health data in cloud computing.
Aged Male Models, Theoretical Health Status Internet Humans Software Female Expert Systems Disease Cloud Computing Public Health Informatics
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Measuring Functional Arm Movement after Stroke Using a Single Wrist-Worn Sensor and Machine Learning.

Journal of stroke and cerebrovascular diseases : the official journal of National Stroke Association Aug 4, 2017
BACKGROUND AND PURPOSE: Trials of restorative therapies after stroke and clinical rehabilitation require relevant and objective efficacy end points; real-world upper extremity (UE) functional use is an attractive candidate. We present a novel, inexpe...
Activities of Daily Living Acceleration Video Recording Fitness Trackers Actigraphy Predictive Value of Tests Equipment Design Signal Processing, Computer-Assisted Stroke Feasibility Studies Movement Upper Extremity Female Reproducibility of Results Aged Adult Biomechanical Phenomena Male Middle Aged Case-Control Studies Time Factors Health Status Humans Machine Learning
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Predicting healthcare trajectories from medical records: A deep learning approach.

Journal of biomedical informatics Apr 12, 2017
Personalized predictive medicine necessitates the modeling of patient illness and care processes, which inherently have long-term temporal dependencies. Healthcare observations, stored in electronic medical records are episodic and irregular in time....
Electronic Health Records Disease Progression Health Status Humans Neural Networks, Computer Delivery of Health Care
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Feasibility of spirography features for objective assessment of motor function in Parkinson's disease.

Artificial intelligence in medicine Mar 31, 2017
OBJECTIVE: Parkinson's disease (PD) is currently incurable, however proper treatment can ease the symptoms and significantly improve the quality of life of patients. Since PD is a chronic disease, its efficient monitoring and management is very impor...
Motor Activity Upper Extremity Dyskinesia, Drug-Induced Parkinson Disease Predictive Value of Tests Sweden Feasibility Studies Aged Antiparkinson Agents Male Hypokinesia Diagnosis, Computer-Assisted Humans Middle Aged Time Factors Severity of Illness Index Machine Learning Image Processing, Computer-Assisted Retrospective Studies Treatment Outcome Female Health Status
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Advanced analytical methodologies for measuring healthy ageing and its determinants, using factor analysis and machine learning techniques: the ATHLOS project.

Scientific reports Mar 10, 2017
A most challenging task for scientists that are involved in the study of ageing is the development of a measure to quantify health status across populations and over time. In the present study, a Bayesian multilevel Item Response Theory approach is u...
Humans Machine Learning Longitudinal Studies Health Status Factor Analysis, Statistical Healthy Aging
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Aging, frailty and complex networks.

Biogerontology Mar 2, 2017
When people age their mortality rate increases exponentially, following Gompertz's law. Even so, individuals do not die from old age. Instead, they accumulate age-related illnesses and conditions and so become increasingly vulnerable to death from va...
Humans Stochastic Processes Information Theory Adolescent Time Factors Child, Preschool Child Adult Neural Networks, Computer Health Status Age Factors Aging Computer Simulation Frailty Middle Aged Aged Frail Elderly Infant Aged, 80 and over Cause of Death Severity of Illness Index Young Adult Models, Biological
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Risk Assessment for Venous Thromboembolism in Chemotherapy-Treated Ambulatory Cancer Patients.

Medical decision making : an international journal of the Society for Medical Decision Making Aug 19, 2016
OBJECTIVE: To design a precision medicine approach aimed at exploiting significant patterns in data, in order to produce venous thromboembolism (VTE) risk predictors for cancer outpatients that might be of advantage over the currently recommended mod...
Health Status Lipids Humans Risk Factors Outpatients Anticoagulants Machine Learning Risk Assessment Neoplasm Staging Neoplasms Venous Thromboembolism Antineoplastic Agents Body Mass Index
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Digital Family History Data Mining with Neural Networks: A Pilot Study.

Perspectives in health information management Jan 1, 2016
Following the passage of the Health Information Technology for Economic and Clinical Health (HITECH) Act of 2009, electronic health records were widely adopted by eligible physicians and hospitals in the United States. Stage 2 meaningful use menu obj...
Family Health Pilot Projects Prisoners Veterans Humans Surveys and Questionnaires Meaningful Use American Recovery and Reinvestment Act Neural Networks, Computer United States Florida Vietnam Conflict Electronic Health Records Health Status Human Genome Project Aged Data Mining Male
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