AIMC Journal:
Studies in health technology and informatics

Showing 1031 to 1040 of 1278 articles

An Infrared Thermal Images Database and a New Technique for Thyroid Nodules Analysis.

Studies in health technology and informatics Jan 1, 2017
Thyroid nodules diseases are a common health problem and thyroidal cancer is becoming increasingly prevalent. They appear in the neck and bottom neck region, superficially over the trachea. Cancer tissues are characterized by higher temperatures than...
Prevalence Artificial Intelligence Thyroid Nodule Databases, Factual Infrared Rays Humans Thermography
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Detecting Signals of Interactions Between Warfarin and Dietary Supplements in Electronic Health Records.

Studies in health technology and informatics Jan 1, 2017
Drug and supplement interactions (DSIs) have drawn widespread attention due to their potential to affect therapeutic response and adverse event risk. Electronic health records provide a valuable source where the signals of DSIs can be identified and ...
Electronic Health Records Dietary Supplements Humans Herb-Drug Interactions Ginkgo biloba Warfarin Drug Interactions
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General Symptom Extraction from VA Electronic Medical Notes.

Studies in health technology and informatics Jan 1, 2017
There is need for cataloging signs and symptoms, but not all are documented in structured data. The text from clinical records are an additional source of signs and symptoms. We describe a Natural Language Processing (NLP) technique to identify sympt...
Natural Language Processing Data Mining Machine Learning Electronic Health Records Humans
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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...
Electronic Health Records Female Humans Natural Language Processing Information Storage and Retrieval
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Translational Morphosyntax: Distribution of Negation in Clinical Records and Biomedical Journal Articles.

Studies in health technology and informatics Jan 1, 2017
Prior knowledge of the distributional characteristics of linguistic phenomena can be useful for a variety of language processing tasks. This paper describes the distribution of negation in two types of biomedical texts: scientific journal articles an...
Humans Electronic Health Records Data Mining Linguistics Natural Language Processing Publishing Language
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Automatic Identification of Glaucoma Using Deep Learning Methods.

Studies in health technology and informatics Jan 1, 2017
This paper proposes an automatic classification method to detect glaucoma in fundus images. The method is based on training a neural network using public image databases. The network used in this paper is the GoogLeNet, adapted for this proposal. The...
Algorithms Fundus Oculi Glaucoma Machine Learning Humans Neural Networks, Computer
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Inter-Annotator Agreement and the Upper Limit on Machine Performance: Evidence from Biomedical Natural Language Processing.

Studies in health technology and informatics Jan 1, 2017
Human-annotated data is a fundamental part of natural language processing system development and evaluation. The quality of that data is typically assessed by calculating the agreement between the annotators. It is widely assumed that this agreement ...
Humans Natural Language Processing Observer Variation Data Curation
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Semi-Automatic Mark-Up and UMLS Annotation of Clinical Guidelines.

Studies in health technology and informatics Jan 1, 2017
Clinical guidelines and clinical pathways are accepted and proven instruments for quality assurance and process optimization in the healthcare domain. To derive clinical pathways from clinical guidelines, the imprecise, non-formalized abstract guidel...
Critical Pathways Natural Language Processing Humans Semantics Practice Guidelines as Topic Algorithms Unified Medical Language System
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MedEx/J: A One-Scan Simple and Fast NLP Tool for Japanese Clinical Texts.

Studies in health technology and informatics Jan 1, 2017
Because of recent replacement of physical documents with electronic medical records (EMR), the importance of information processing in the medical field has increased. In light of this trend, we have been developing MedEx/J, which retrieves important...
Natural Language Processing Electronic Data Processing Humans 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...
Medical Subject Headings User-Computer Interface Internet PubMed Information Storage and Retrieval Humans Databases, Factual
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