AIMC Topic: Electronic Health Records

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Knowledge as a Service at the Point of Care.

AMIA ... Annual Symposium proceedings. AMIA Symposium Feb 10, 2017
An electronic health record (EHR) can assist the delivery of high-quality patient care, in part by providing the capability for a broad range of clinical decision support, including contextual references (e.g., Infobuttons), alerts and reminders, ord...
Patient Care Management Expert Systems Minnesota Knowledge Management Decision Support Systems, Clinical Humans Workflow Electronic Health Records Ambulatory Care Facilities Point-of-Care Systems
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CMedTEX: A Rule-based Temporal Expression Extraction and Normalization System for Chinese Clinical Notes.

AMIA ... Annual Symposium proceedings. AMIA Symposium Feb 10, 2017
Time is an important aspect of information and is very useful for information utilization. The goal of this study was to analyze the challenges of temporal expression (TE) extraction and normalization in Chinese clinical notes by assessing the perfor...
Humans China Time Electronic Health Records Natural Language Processing Information Storage and Retrieval
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Towards Comprehensive Clinical Abbreviation Disambiguation Using Machine-Labeled Training Data.

AMIA ... Annual Symposium proceedings. AMIA Symposium Feb 10, 2017
Abbreviation disambiguation in clinical texts is a problem handled well by fully supervised machine learning methods. Acquiring training data, however, is expensive and would be impractical for large numbers of abbreviations in specialized corpora. A...
Natural Language Processing Algorithms Bayes Theorem Electronic Health Records Abbreviations as Topic Logistic Models
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Interpretable Deep Models for ICU Outcome Prediction.

AMIA ... Annual Symposium proceedings. AMIA Symposium Feb 10, 2017
Exponential surge in health care data, such as longitudinal data from electronic health records (EHR), sensor data from intensive care unit (ICU), etc., is providing new opportunities to discover meaningful data-driven characteristics and patterns of...
Acute Lung Injury Electronic Health Records Intensive Care Units, Pediatric Models, Theoretical Machine Learning Humans Computer Simulation Neural Networks, Computer Prognosis
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Mining peripheral arterial disease cases from narrative clinical notes using natural language processing.

Journal of vascular surgery Feb 8, 2017
OBJECTIVE: Lower extremity peripheral arterial disease (PAD) is highly prevalent and affects millions of individuals worldwide. We developed a natural language processing (NLP) system for automated ascertainment of PAD cases from clinical narrative n...
Lower Extremity Peripheral Arterial Disease Models, Statistical Databases, Factual Humans International Classification of Diseases Retrospective Studies Natural Language Processing Algorithms Administrative Claims, Healthcare Electronic Health Records Data Mining Minnesota Ankle Brachial Index
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Comprehensible knowledge model creation for cancer treatment decision making.

Computers in biology and medicine Jan 29, 2017
BACKGROUND: A wealth of clinical data exists in clinical documents in the form of electronic health records (EHRs). This data can be used for developing knowledge-based recommendation systems that can assist clinicians in clinical decision making and...
Humans Data Accuracy Decision Support Systems, Clinical Reproducibility of Results Algorithms Decision Support Techniques Sensitivity and Specificity Knowledge Bases Electronic Health Records Neoplasms Data Mining Clinical Decision-Making
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Development and empirical user-centered evaluation of semantically-based query recommendation for an electronic health record search engine.

Journal of biomedical informatics Jan 25, 2017
OBJECTIVE: The utility of biomedical information retrieval environments can be severely limited when users lack expertise in constructing effective search queries. To address this issue, we developed a computer-based query recommendation algorithm th...
Humans Semantics Electronic Health Records Algorithms Search Engine Natural Language Processing Information Storage and Retrieval
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[Artificial intelligence in the field of internal medicine].

La Revue de medecine interne Jan 25, 2017
Physician-Patient Relations Workforce Information Dissemination Internal Medicine Man-Machine Systems Artificial Intelligence Physicians Electronic Health Records Humans
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Natural language processing to extract symptoms of severe mental illness from clinical text: the Clinical Record Interactive Search Comprehensive Data Extraction (CRIS-CODE) project.

BMJ open Jan 17, 2017
OBJECTIVES: We sought to use natural language processing to develop a suite of language models to capture key symptoms of severe mental illness (SMI) from clinical text, to facilitate the secondary use of mental healthcare data in research.
Humans Mental Disorders Information Storage and Retrieval Natural Language Processing Medical Informatics Registries Databases, Factual Medical Informatics Applications London Data Collection Electronic Health Records Chronic Disease
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Artificial intelligence in medicine.

Metabolism: clinical and experimental Jan 11, 2017
Artificial Intelligence (AI) is a general term that implies the use of a computer to model intelligent behavior with minimal human intervention. AI is generally accepted as having started with the invention of robots. The term derives from the Czech ...
Drug Delivery Systems Robotics History, 21st Century Artificial Intelligence Precision Medicine Electronic Health Records Decision Making, Computer-Assisted Terminology as Topic History, 20th Century Interdisciplinary Communication Humans
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