AIMC Topic: Electronic Health Records

Clear Filters Showing 1481 to 1490 of 2596 articles

Artificial Intelligence Learning Semantics via External Resources for Classifying Diagnosis Codes in Discharge Notes.

Journal of medical Internet research Nov 6, 2017
BACKGROUND: Automated disease code classification using free-text medical information is important for public health surveillance. However, traditional natural language processing (NLP) pipelines are limited, so we propose a method combining word emb...
Electronic Health Records Diagnosis, Computer-Assisted Natural Language Processing Semantics Humans Artificial Intelligence Machine Learning
View on PubMed DOI

Deep EHR: A Survey of Recent Advances in Deep Learning Techniques for Electronic Health Record (EHR) Analysis.

IEEE journal of biomedical and health informatics Oct 27, 2017
The past decade has seen an explosion in the amount of digital information stored in electronic health records (EHRs). While primarily designed for archiving patient information and performing administrative healthcare tasks like billing, many resear...
Humans Electronic Health Records Deep Learning
View on PubMed DOI

Comparing clinician descriptions of frailty and geriatric syndromes using electronic health records: a retrospective cohort study.

BMC geriatrics Oct 25, 2017
BACKGROUND: Geriatric syndromes, including frailty, are common in older adults and associated with adverse outcomes. We compared patients described in clinical notes as "frail" to other older adults with respect to geriatric syndrome burden and healt...
Natural Language Processing Geriatric Assessment Cost of Illness Cognition Frailty Frail Elderly Patient Acceptance of Health Care Mobility Limitation Aged Aged, 80 and over Male Social Support Weight Loss United States Retrospective Studies Electronic Health Records Humans Female
View on PubMed DOI

Crowdsourcing dermatology: DataDerm, big data analytics, and machine learning technology.

Journal of the American Academy of Dermatology Oct 15, 2017
Machine Learning Databases, Factual Electronic Health Records Dermatology Humans Crowdsourcing
View on PubMed DOI

Learning ensemble classifiers for diabetic retinopathy assessment.

Artificial intelligence in medicine Oct 6, 2017
Diabetic retinopathy is one of the most common comorbidities of diabetes. Unfortunately, the recommended annual screening of the eye fundus of diabetic patients is too resource-consuming. Therefore, it is necessary to develop tools that may help doct...
Fuzzy Logic Decision Trees Predictive Value of Tests Decision Support Systems, Clinical Diabetes Mellitus, Type 2 Diabetes Mellitus, Type 1 Electronic Health Records Machine Learning Clinical Decision-Making Risk Factors Humans Decision Support Techniques Reproducibility of Results Risk Assessment Diabetic Retinopathy Prognosis Time Factors
View on PubMed DOI

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 ...
Retrospective Studies Intensive Care Units Electronic Health Records Humans Automation Length of Stay Knowledge Bases Natural Language Processing Patient Discharge Summaries Time Factors Critical Care Continuity of Patient Care Health Status Tertiary Care Centers Medical Informatics Feasibility Studies
View on PubMed DOI

Distant Supervision with Transductive Learning for Adverse Drug Reaction Identification from Electronic Medical Records.

Journal of healthcare engineering Sep 26, 2017
Information extraction and knowledge discovery regarding adverse drug reaction (ADR) from large-scale clinical texts are very useful and needy processes. Two major difficulties of this task are the lack of domain experts for labeling examples and int...
Pattern Recognition, Automated Adverse Drug Reaction Reporting Systems Information Storage and Retrieval Medical Informatics Humans Linear Models Supervised Machine Learning Electronic Health Records Software Drug-Related Side Effects and Adverse Reactions Language Algorithms Knowledge Bases Natural Language Processing
View on PubMed DOI

Semantic annotation in biomedicine: the current landscape.

Journal of biomedical semantics Sep 22, 2017
The abundance and unstructured nature of biomedical texts, be it clinical or research content, impose significant challenges for the effective and efficient use of information and knowledge stored in such texts. Annotation of biomedical documents wit...
Semantics Biological Ontologies Biomedical Research Information Storage and Retrieval Humans Electronic Health Records
View on PubMed DOI

An automatic approach for constructing a knowledge base of symptoms in Chinese.

Journal of biomedical semantics Sep 20, 2017
BACKGROUND: While a large number of well-known knowledge bases (KBs) in life science have been published as Linked Open Data, there are few KBs in Chinese. However, KBs in Chinese are necessary when we want to automatically process and analyze electr...
Electronic Health Records Language Medical Informatics Knowledge Bases Automation Data Mining Disease
View on PubMed DOI

Optimal feature selection using a modified differential evolution algorithm and its effectiveness for prediction of heart disease.

Computers in biology and medicine Sep 19, 2017
Enormous data growth in multiple domains has posed a great challenge for data processing and analysis techniques. In particular, the traditional record maintenance strategy has been replaced in the healthcare system. It is vital to develop a model th...
Heart Diseases Electronic Data Processing Humans Neural Networks, Computer Electronic Health Records
View on PubMed DOI
Popular Topics
Recent Journals