AIMC Journal:
Studies in health technology and informatics

Showing 1241 to 1250 of 1278 articles

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...
Terminology as Topic Medical Record Linkage Vocabulary, Controlled Cooperative Behavior Meaningful Use Data Mining Electronic Health Records Telemedicine Natural Language Processing Semantics
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Standardized mappings--a framework to combine different semantic mappers into a standardized web-API.

Studies in health technology and informatics Jan 1, 2015
BACKGROUND: Automatic coding of medical terms is an important, but highly complicated and laborious task.
Semantics Germany Pattern Recognition, Automated Electronic Health Records Natural Language Processing Internet Software Terminology as Topic Unified Medical Language System Medical Record Linkage
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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...
Semantics Vocabulary, Controlled Web Browser User-Computer Interface Machine Learning Software Natural Language Processing Electronic Health Records Data Mining
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Applying machine learning to gait analysis data for disease identification.

Studies in health technology and informatics Jan 1, 2015
A machine-learning framework to identify the specific disease afflicting certain patients diagnosed with Neurological and Neuromuscular Diseases (NND) or Juvenile Idiopathic Arthritis (JIA) using only gait analysis data is presented. Classifying such...
Gait Disorders, Neurologic Humans Sensitivity and Specificity Imaging, Three-Dimensional Machine Learning Electromyography Diagnosis, Computer-Assisted Reproducibility of Results Pattern Recognition, Automated Decision Support Systems, Clinical
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Detecting Learning and Reasoning Patterns in a CDSS for Dementia Investigation.

Studies in health technology and informatics Jan 1, 2015
Reasoning conducted in clinical practice is manifested through different and often combined reasoning and learning strategies, adjusted to the characteristics of the available information, the medical professional's experience and skills, and the ava...
Decision Support Techniques Pattern Recognition, Automated Humans Clinical Decision-Making Therapy, Computer-Assisted Machine Learning Dementia Diagnosis, Computer-Assisted Decision Support Systems, Clinical Expert Systems
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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...
Translating Natural Language Processing Periodicals as Topic Germany Pattern Recognition, Automated Terminology as Topic Vocabulary, Controlled Machine Learning Software Models, Theoretical
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GA-ANFIS Expert System Prototype for Prediction of Dermatological Diseases.

Studies in health technology and informatics Jan 1, 2015
This paper presents novel GA-ANFIS expert system prototype for dermatological disease detection by using dermatological features and diagnoses collected in real conditions. Nine dermatological features are used as inputs to classifiers that are based...
Algorithms Reproducibility of Results Sensitivity and Specificity Humans Machine Learning Skin Diseases Expert Systems Diagnosis, Computer-Assisted Pilot Projects Decision Support Systems, Clinical
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Acquisition of Character Translation Rules for Supporting SNOMED CT Localizations.

Studies in health technology and informatics Jan 1, 2015
Translating huge medical terminologies like SNOMED CT is costly and time consuming. We present a methodology that acquires substring substitution rules for single words, based on the known similarity between medical words and their translations, due ...
Machine Learning Pattern Recognition, Automated Terminology as Topic Medical Record Linkage Translating Semantics Forms and Records Control Algorithms Systematized Nomenclature of Medicine Germany Europe Natural Language Processing
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Assisting e-patients in an Ask the Doctor Service.

Studies in health technology and informatics Jan 1, 2015
Ask the doctor services are personalized forums allowing patients to ask questions directly to doctors. Usually, patients must choose the most appropriate category for their question among lots of categories to be redirected to the most relevant phys...
Data Mining Remote Consultation Machine Learning France User-Computer Interface Physician-Patient Relations Internet
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Development of Knowledge Profiles for International eHealth eLearning Courses.

Studies in health technology and informatics Jan 1, 2015
Professionals working in the multidisciplinary field of eHealth vary in their educational background. However, knowledge in the areas of medicine, engineering and management is required to fulfil the tasks associated with eHealth sufficiently. Based ...
International Cooperation Education, Distance Professional Competence Knowledge Bases Telemedicine Curriculum
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