Hospitalization - AI Medical Compendium

Acute Coronary Syndrome Risk Prediction Based on GRACE Risk Score.

Studies in health technology and informatics Jan 1, 2017

Clinical risk prediction of acute coronary syndrome (ACS) plays a critical role for clinical decision support, treatment management and quality of care assessment in ACS patients. Admission records contain a wealth of patient information in the early...

Acute Coronary Syndrome Humans Algorithms Risk Factors Prognosis Hospitalization Risk Assessment

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Visualizing patient journals by combining vital signs monitoring and natural language processing.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Aug 1, 2016

This paper presents a data-driven approach to graphically presenting text-based patient journals while still maintaining all textual information. The system first creates a timeline representation of a patients' physiological condition during an admi...

Models, Statistical Denmark Natural Language Processing Blood Pressure Hospitals Sepsis Monitoring, Physiologic Medical Informatics Patient Admission Vital Signs Heart Arrest Oxygen Humans Respiratory Insufficiency Critical Care Aged Intensive Care Units Middle Aged Hospitalization

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Using machine learning to examine medication adherence thresholds and risk of hospitalization.

Medical care Aug 1, 2015

BACKGROUND: Quality improvement efforts are frequently tied to patients achieving ≥80% medication adherence. However, there is little empirical evidence that this threshold optimally predicts important health outcomes.

Retrospective Studies Female Hospitalization Humans Artificial Intelligence Male Middle Aged Risk Assessment Cohort Studies Aged Aged, 80 and over Adult Assessment of Medication Adherence Medicaid Patient Compliance Quality Improvement Multivariate Analysis Diabetes Mellitus, Type 2 United States Hypoglycemic Agents

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A clinical perspective on the relevance of research domain criteria in electronic health records.

The American journal of psychiatry Apr 1, 2015

OBJECTIVE: The limitations of the DSM nosology for capturing dimensionality and overlap in psychiatric syndromes, and its poor correspondence to underlying neurobiology, have been well established. The Research Domain Criteria (RDoC), a proposed dime...

Adult Humans Male Information Storage and Retrieval Reproducibility of Results Schizophrenia Middle Aged Cohort Studies Mental Disorders Models, Psychological Psychotic Disorders Risk Factors Natural Language Processing Depressive Disorder, Major Electronic Health Records Schizophrenic Psychology Patient Readmission Hospitalization Length of Stay Female

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Evaluation of a hospital admission prediction model adding coded chief complaint data using neural network methodology.

European journal of emergency medicine : official journal of the European Society for Emergency Medicine Apr 1, 2015

OBJECTIVE: Our objective was to apply neural network methodology to determine whether adding coded chief complaint (CCC) data to triage information would result in an improved hospital admission prediction model than one without CCC data.

Emergency Treatment Triage Area Under Curve Emergency Service, Hospital Pennsylvania Emergency Medicine Confidence Intervals Patient Admission Risk Assessment Humans Cohort Studies Neural Networks, Computer Predictive Value of Tests Algorithms Aged Aged, 80 and over Reproducibility of Results Male Hospitalization Retrospective Studies Female

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Ambient Temperature Change Increases in Stroke Onset: Analyses Based on the Japanese Regional Metrological Measurements.

Journal of Nippon Medical School = Nippon Ika Daigaku zasshi Jan 1, 2015

BACKGROUND: Relationships between various climate factors and stroke have long been a subject of investigation. The present study investigated in a single medical center the effects of periodic temperature changes on the onset of intracerebral hemorr...

Male Middle Aged Humans Aged Risk Assessment Seasons Time Factors Asian People Retrospective Studies Risk Factors Aged, 80 and over Regression Analysis Japan Female Hospitalization Stroke Adult Temperature

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AIMC Topic: Hospitalization

Acute Coronary Syndrome Risk Prediction Based on GRACE Risk Score.

Visualizing patient journals by combining vital signs monitoring and natural language processing.

Using machine learning to examine medication adherence thresholds and risk of hospitalization.

A clinical perspective on the relevance of research domain criteria in electronic health records.

Evaluation of a hospital admission prediction model adding coded chief complaint data using neural network methodology.

Ambient Temperature Change Increases in Stroke Onset: Analyses Based on the Japanese Regional Metrological Measurements.

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AIMC Topic: Hospitalization

Acute Coronary Syndrome Risk Prediction Based on GRACE Risk Score.

Visualizing patient journals by combining vital signs monitoring and natural language processing.

Using machine learning to examine medication adherence thresholds and risk of hospitalization.

A clinical perspective on the relevance of research domain criteria in electronic health records.

Evaluation of a hospital admission prediction model adding coded chief complaint data using neural network methodology.

Ambient Temperature Change Increases in Stroke Onset: Analyses Based on the Japanese Regional Metrological Measurements.

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