AIMC Topic:
Data Mining

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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...
Terminology as Topic Data Mining Medical Record Linkage Telemedicine Vocabulary, Controlled Semantics Electronic Health Records Cooperative Behavior Natural Language Processing Meaningful Use
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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...
Electronic Health Records User-Computer Interface Machine Learning Natural Language Processing Data Mining Software Web Browser Semantics Vocabulary, Controlled
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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 France Physician-Patient Relations Internet Machine Learning User-Computer Interface
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A recommender system for medical imaging diagnostic.

Studies in health technology and informatics Jan 1, 2015
The large volume of data captured daily in healthcare institutions is opening new and great perspectives about the best ways to use it towards improving clinical practice. In this paper we present a context-based recommender system to support medical...
Decision Support Systems, Clinical Natural Language Processing Diagnostic Imaging Data Mining Expert Systems Image Interpretation, Computer-Assisted Radiology Information Systems Search Engine
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Using EHRs for Heart Failure Therapy Recommendation Using Multidimensional Patient Similarity Analytics.

Studies in health technology and informatics Jan 1, 2015
Electronic Health Records (EHRs) contain a wealth of information about an individual patient's diagnosis, treatment and health outcomes. This information can be leveraged effectively to identify patients who are similar to each for disease diagnosis ...
Therapy, Computer-Assisted Clinical Decision-Making Diagnosis, Computer-Assisted Decision Support Systems, Clinical Heart Failure Data Mining Pattern Recognition, Automated Humans Machine Learning Electronic Health Records
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Enrich classifications in psychiatry with textual data: an ontology for psychiatry including social concepts.

Studies in health technology and informatics Jan 1, 2015
We propose a modular approach to develop an ontology of psychiatry, ONTOPSYCHIA, based on Patient Discharges Summaries (PDS) and divided into three modules (i.e. social, mental disorders and treatments). We decided to take into account the social asp...
Patient Discharge Summaries France Terminology as Topic Natural Language Processing Data Mining Semantics Biological Ontologies Social Determinants of Health Psychiatry Electronic Health Records Psychiatric Status Rating Scales Mental Disorders
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A methodology for mining clinical data: experiences from TRANSFoRm project.

Studies in health technology and informatics Jan 1, 2015
Data mining of electronic health records (eHRs) allows us to identify patterns of patient data that characterize diseases and their progress and learn best practices for treatment and diagnosis. Clinical Prediction Rules (CPRs) are a form of clinical...
Machine Learning Algorithms Data Mining Electronic Health Records Decision Support Systems, Clinical Natural Language Processing
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Health consumer-oriented information retrieval.

Studies in health technology and informatics Jan 1, 2015
While patients can freely access their Electronic Health Records or online health information, they may not be able to correctly understand the content of these documents. One of the challenges is related to the difference between expert and non-expe...
Machine Learning Electronic Health Records Patient Access to Records Data Mining Consumer Health Information Health Information Systems User-Computer Interface Natural Language Processing
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Content based image retrieval using local binary pattern operator and data mining techniques.

Studies in health technology and informatics Jan 1, 2015
Content based image retrieval (CBIR) concerns the retrieval of similar images from image databases, using feature vectors extracted from images. These feature vectors globally define the visual content present in an image, defined by e.g., texture, c...
Capsule Endoscopy Radiology Information Systems Subtraction Technique Data Mining Pattern Recognition, Automated Humans Machine Learning Reproducibility of Results Sensitivity and Specificity Ultrasonography
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Synthesizing analytic evidence to refine care pathways.

Studies in health technology and informatics Jan 1, 2015
Care pathways play significant roles in delivering evidence-based and coordinated care to patients with specific conditions. In order to put care pathways into practice, clinical institutions always need to adapt them based on local care settings so ...
Data Mining Evidence-Based Medicine Critical Pathways Machine Learning Electronic Health Records Decision Support Systems, Clinical
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