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Health Literacy

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Characteristics of outpatient clinical summaries in the United States.

International journal of medical informatics Oct 1, 2016
In the United States, federal regulations require that outpatient practices provide a clinical summary to ensure that patients understand what transpired during their appointment and what to do before the next visit. To determine whether clinical sum...
Comprehension Continuity of Patient Care Electronic Health Records Health Literacy Humans Meaningful Use Natural Language Processing Outpatients Patient Discharge Patient Education as Topic Physicians Reading United States
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Advancing the beneficial use of machine learning in health care and medicine: Toward a community understanding.

PLoS medicine Nov 1, 2018
Attitude to Computers Community Health Services Comprehension Health Knowledge, Attitudes, Practice Health Literacy Humans Machine Learning Medical Informatics Public Opinion Reproducibility of Results
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Using natural language processing and machine learning to classify health literacy from secure messages: The ECLIPPSE study.

PloS one Jan 1, 2019
Limited health literacy is a barrier to optimal healthcare delivery and outcomes. Current measures requiring patients to self-report limitations are time-consuming and may be considered intrusive by some. This makes widespread classification of patie...
California Computer Security Data Mining Demography Diabetes Mellitus Electronic Mail Female Health Literacy Humans Machine Learning Male Natural Language Processing Physician-Patient Relations Physicians, Primary Care
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