AIMC Topic: Electronic Health Records

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Natural language processing of clinical notes for identification of critical limb ischemia.

International journal of medical informatics Dec 28, 2017
BACKGROUND: Critical limb ischemia (CLI) is a complication of advanced peripheral artery disease (PAD) with diagnosis based on the presence of clinical signs and symptoms. However, automated identification of cases from electronic health records (EHR...
Peripheral Arterial Disease Natural Language Processing Data Mining Ischemia Aged Male Case-Control Studies Lower Extremity Algorithms Electronic Health Records Female Humans
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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...
Electronic Health Records Humans Adult Neural Networks, Computer Severity of Illness Index Machine Learning Data Mining Mental Disorders
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Auditing SNOMED CT hierarchical relations based on lexical features of concepts in non-lattice subgraphs.

Journal of biomedical informatics Dec 20, 2017
OBJECTIVE: We introduce a structural-lexical approach for auditing SNOMED CT using a combination of non-lattice subgraphs of the underlying hierarchical relations and enriched lexical attributes of fully specified concept names. Our goal is to develo...
Quality Assurance, Health Care Semantics Systematized Nomenclature of Medicine Biological Ontologies Medical Audit Humans Algorithms Electronic Health Records Data Mining
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Primary Care Provider Perceptions and Practices Regarding Dosing Units for Oral Liquid Medications.

Academic pediatrics Dec 18, 2017
INTRODUCTION: To prevent errors, health care professional and safety organizations recommend using milliliters (mL) alone for oral liquid medication dosing instructions and devices. In 2018, for federal incentives under the Quality Payment Program, o...
Electronic Prescribing Humans Pharmaceutical Preparations Pediatricians Internal Medicine Electronic Health Records Male Administration, Oral Physicians, Family Medication Errors Female Middle Aged Physicians, Primary Care Adult Nurse Practitioners Drug Prescriptions Surveys and Questionnaires Attitude of Health Personnel
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From passive passenger to participating co-pilot - Pregnant women's expectations of being able to access their online journal from antenatal care.

Sexual & reproductive healthcare : official journal of the Swedish Association of Midwives Nov 28, 2017
OBJECTIVE: The aim of the study was to describe pregnant women's expectations of being able to access their electronic health records from antenatal care.
Pregnancy Female Pregnant People Sweden Health Knowledge, Attitudes, Practice Adult Young Adult Patient Participation Humans Maternal Health Power, Psychological Diagnostic Self Evaluation Electronic Health Records Internet Prenatal Care Access to Information Surveys and Questionnaires
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Knowledge graph prediction of unknown adverse drug reactions and validation in electronic health records.

Scientific reports Nov 27, 2017
Unknown adverse reactions to drugs available on the market present a significant health risk and limit accurate judgement of the cost/benefit trade-off for medications. Machine learning has the potential to predict unknown adverse reactions from curr...
Humans Machine Learning Algorithms Databases, Factual Prognosis Electronic Health Records Reproducibility of Results Public Health Surveillance Drug-Related Side Effects and Adverse Reactions Knowledge Bases
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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 Retrospective Studies Electronic Health Records Female Infant, Newborn Comorbidity Severity of Illness Index China Humans Male Machine Learning Infant Algorithms Biomarkers
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A novel bagging C4.5 algorithm based on wrapper feature selection for supporting wise clinical decision making.

Journal of biomedical informatics Nov 11, 2017
From the perspective of clinical decision-making in a Medical IoT-based healthcare system, achieving effective and efficient analysis of long-term health data for supporting wise clinical decision-making is an extremely important objective, but deter...
Clinical Decision-Making Decision Support Systems, Clinical Data Mining Humans Machine Learning Algorithms Electronic Health Records
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Artificial Intelligence in Medical Practice: The Question to the Answer?

The American journal of medicine Nov 7, 2017
Computer science advances and ultra-fast computing speeds find artificial intelligence (AI) broadly benefitting modern society-forecasting weather, recognizing faces, detecting fraud, and deciphering genomics. AI's future role in medical practice rem...
Natural Language Processing Patient Selection Clinical Trials as Topic Medical Errors Electronic Health Records Diagnosis, Computer-Assisted Image Processing, Computer-Assisted Chronic Disease Biostatistics Humans Artificial Intelligence Machine Learning Algorithms Precision Medicine
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Estimating Local Costs Associated With Clostridium difficile Infection Using Machine Learning and Electronic Medical Records.

Infection control and hospital epidemiology Nov 6, 2017
BACKGROUND Reported per-patient costs of Clostridium difficile infection (CDI) vary by 2 orders of magnitude among different hospitals, implying that infection control officers need precise, local analyses to guide rational decision making between in...
Electronic Health Records Female Aged Aged, 80 and over Young Adult Humans Machine Learning Retrospective Studies Cross Infection Clostridium Infections Propensity Score Clostridioides difficile Adolescent Logistic Models Health Care Costs Tertiary Care Centers New York Adult Male Middle Aged Length of Stay
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