AIMC Topic: Vocabulary, Controlled

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Generation of Natural-Language Textual Summaries from Longitudinal Clinical Records.

Studies in health technology and informatics Jan 1, 2015
Physicians are required to interpret, abstract and present in free-text large amounts of clinical data in their daily tasks. This is especially true for chronic-disease domains, but holds also in other clinical domains. We have recently developed a p...
Information Storage and Retrieval Longitudinal Studies Machine Learning Natural Language Processing Vocabulary, Controlled Electronic Health Records Knowledge Bases
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Identifying Repetitive Institutional Review Board Stipulations by Natural Language Processing and Network Analysis.

Studies in health technology and informatics Jan 1, 2015
The corrections ("stipulations") to a proposed research study protocol produced by an institutional review board (IRB) can often be repetitive across many studies; however, there is no standard set of stipulations that could be used, for example, by ...
Ethics Committees, Research Machine Learning Data Mining Research Design Documentation Biomedical Research Vocabulary, Controlled Natural Language Processing
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InfoRoute: the CISMeF Context-specific Search Algorithm.

Studies in health technology and informatics Jan 1, 2015
OBJECTIVE: The aim of this paper was to present a practical InfoRoute algorithm and applications developed by CISMeF to perform a contextual information retrieval across multiple medical websites in different health domains.
Algorithms Vocabulary, Controlled Natural Language Processing Translating Electronic Health Records Data Mining Medical Record Linkage
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Fast Model Adaptation for Automated Section Classification in Electronic Medical Records.

Studies in health technology and informatics Jan 1, 2015
Medical information extraction is the automatic extraction of structured information from electronic medical records, where such information can be used for improving healthcare processes and medical decision making. In this paper, we study one impor...
Vocabulary, Controlled Models, Organizational Natural Language Processing Data Mining Pattern Recognition, Automated Machine Learning Electronic Health Records United States
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Chat-Bots for People with Parkinson's Disease: Science Fiction or Reality?

Studies in health technology and informatics Jan 1, 2015
People with Parkinson's disease are known to have difficulties in language and communication. This paper proposes the use of an artificial conversational agent, commonly known as a chat-bot that runs on a smart-phone device and performs two-way conve...
Humans Speech Production Measurement Artificial Intelligence Diagnosis, Computer-Assisted Smartphone Vocabulary, Controlled Language Tests Parkinson Disease Language Disorders Natural Language Processing Semantics
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Automatic Detection of Skin and Subcutaneous Tissue Infections from Primary Care Electronic Medical Records.

Studies in health technology and informatics Jan 1, 2015
INTRODUCTION: Skin and subcutaneous tissue infections (SSTI) are common conditions that cause avoidable hospitalisation in New Zealand. As part of a program to improve the management of SSTI in primary care, electronic medical records (EMR) of four A...
Vocabulary, Controlled Subcutaneous Tissue Skin Diseases, Bacterial Natural Language Processing New Zealand Data Mining Diagnosis, Computer-Assisted Primary Health Care Humans Machine Learning Electronic Health Records Reproducibility of Results Sensitivity and Specificity
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Textual analysis of collaboration notes of the telemedical heart failure network HerzMobil Tirol.

Studies in health technology and informatics Jan 1, 2015
UNLABELLED: Management of heart failure is usually multidisciplinary and collaboration between stakeholders in a dedicated HI network like the HerzMobil Tirol can be supported by a mHealth-based telemedicine approach. The aim is to gain insights thro...
Telemedicine Austria Vocabulary, Controlled Natural Language Processing Heart Failure Data Mining Cooperative Behavior Humans Software Electronic Health Records
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Development of text mining based classification of written communication within a telemedical collaborative network.

Studies in health technology and informatics Jan 1, 2015
Chronic diseases like Heart Failure are widespread in the ageing population. Affected patients can be treated with the aid of a disease management program, including a telemedical collaborative network. Evaluation of a currently used system has shown...
Data Mining Telemedicine Semantics Electronic Health Records Natural Language Processing Cooperative Behavior Meaningful Use Terminology as Topic Medical Record Linkage Vocabulary, Controlled
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Semantic retrieval and navigation in clinical document collections.

Studies in health technology and informatics Jan 1, 2015
Patients with chronic diseases undergo numerous in- and outpatient treatment periods, and therefore many documents accumulate in their electronic records. We report on an on-going project focussing on the semantic enrichment of medical texts, in orde...
Vocabulary, Controlled Web Browser Software Electronic Health Records User-Computer Interface Natural Language Processing Data Mining Semantics Machine Learning
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Sharing models and tools for processing German clinical texts.

Studies in health technology and informatics Jan 1, 2015
The automatic processing of non-English clinical documents is massively hampered by the lack of publicly available medical language resources for training, testing and evaluating NLP components. We suggest sharing statistical models derived from acce...
Software Models, Theoretical Natural Language Processing Machine Learning Terminology as Topic Vocabulary, Controlled Translating Periodicals as Topic Germany Pattern Recognition, Automated
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