AIMC Topic: Information Storage and Retrieval

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Automatically Identifying Topics of Consumer Health Questions in Chinese.

Studies in health technology and informatics Jan 1, 2017
In health question answering (QA) system development, question topic identification is crucial to understand users' information needs and further facilitate answer extraction. This paper presented a machine-learning method to automatically identify t...
Consumer Health Information Information Storage and Retrieval Semantics Humans Machine Learning
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Extracting Sexual Trauma Mentions from Electronic Medical Notes Using Natural Language Processing.

Studies in health technology and informatics Jan 1, 2017
Patient history of sexual trauma is of clinical relevance to healthcare providers as survivors face adverse health-related outcomes. This paper describes a method for identifying mentions of sexual trauma within the free text of electronic medical no...
Female Natural Language Processing Humans Information Storage and Retrieval Electronic Health Records
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PubMedReco: A Real-Time Recommender System for PubMed Citations.

Studies in health technology and informatics Jan 1, 2017
We present a recommender system, PubMedReco, for real-time suggestions of medical articles from PubMed, a database of over 23 million medical citations. PubMedReco can recommend medical article citations while users are conversing in a synchronous co...
Information Storage and Retrieval Humans Medical Subject Headings Internet Databases, Factual PubMed User-Computer Interface
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Semantic Technologies and Bio-Ontologies.

Methods in molecular biology (Clifton, N.J.) Jan 1, 2017
As information available through data repositories constantly grows, the need for automated mechanisms for linking, querying, and sharing data has become a relevant factor both in research and industry. This situation is more evident in research fiel...
Internet Biological Ontologies Information Dissemination Biomedical Research Information Storage and Retrieval Biological Science Disciplines Humans Animals Semantics Databases, Factual
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Semantic Technologies for Re-Use of Clinical Routine Data.

Studies in health technology and informatics Jan 1, 2017
Routine patient data in electronic patient records are only partly structured, and an even smaller segment is coded, mainly for administrative purposes. Large parts are only available as free text. Transforming this content into a structured and sema...
Natural Language Processing Information Storage and Retrieval Vocabulary, Controlled Humans Semantics Electronic Health Records
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A Case Study on Sepsis Using PubMed and Deep Learning for Ontology Learning.

Studies in health technology and informatics Jan 1, 2017
We investigate the application of distributional semantics models for facilitating unsupervised extraction of biomedical terms from unannotated corpora. Term extraction is used as the first step of an ontology learning process that aims to (semi-)aut...
Information Storage and Retrieval Semantics Natural Language Processing PubMed Machine Learning Sepsis Humans
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HL7 FHIR: Ontological Reinterpretation of Medication Resources.

Studies in health technology and informatics Jan 1, 2017
"A solid ontology-based analysis with a rigorous formal mapping for correctness" is one of the ten reasons why the HL7 standard Fast Healthcare Interoperability Resources (FHIR) is advertised to be better than other standards for EHR interoperability...
Prescription Drugs Electronic Health Records Prescriptions Information Storage and Retrieval Semantics Biological Ontologies
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The BioTop Family of Upper Level Ontological Resources for Biomedicine.

Studies in health technology and informatics Jan 1, 2017
BioTop is a domain upper level ontology for the life sciences, based on OWL DL, introduced ten years ago. This paper provides an update of the current state of this resource, with a special focus on BioTop's top level, BioTopLite, which currently con...
Databases, Factual Information Storage and Retrieval Biological Ontologies Humans Software
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HTP-NLP: A New NLP System for High Throughput Phenotyping.

Studies in health technology and informatics Jan 1, 2017
Secondary use of clinical data for research requires a method to quickly process the data so that researchers can quickly extract cohorts. We present two advances in the High Throughput Phenotyping NLP system which support the aim of truly high throu...
Information Storage and Retrieval Semantics Electronic Health Records Humans Phenotype Medical Informatics Computing Natural Language Processing
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Development and Evaluation of a Case-Based Retrieval Service.

Studies in health technology and informatics Jan 1, 2017
Identifying similar patients might greatly facilitate the treatment of a given patient, enabling to observe the response and outcome to a particular treatment. Case-based retrieval services dealing with natural language processing are of major import...
Humans Child Electronic Health Records Information Storage and Retrieval Natural Language Processing Female Medical Subject Headings Male Search Engine Italy Heart Diseases
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