AIMC Topic: Evidence-Based Medicine

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Machine learning and evidence-based training in technical skills.

British journal of anaesthesia May 8, 2018
Nerve Block Robotics Ultrasonography, Interventional Machine Learning Computer Simulation Clinical Competence Evidence-Based Medicine Therapy, Computer-Assisted Humans
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Machine Learning and Evidence-Based Medicine.

Annals of internal medicine May 1, 2018
Machine Learning Algorithms Evidence-Based Medicine Humans
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Critical gaps in the medical knowledge base of eating disorders.

Eating and weight disorders : EWD Apr 21, 2018
Eating disorders are unique in that they inherently have much medical comorbidity both as a part of restricting-type eating disorders and those characterized by purging behaviors. Over the last three decades, remarkable progress has been made in the ...
Humans Research Knowledge Bases Evidence-Based Medicine Feeding and Eating Disorders
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Machine learning for identifying Randomized Controlled Trials: An evaluation and practitioner's guide.

Research synthesis methods Feb 7, 2018
Machine learning (ML) algorithms have proven highly accurate for identifying Randomized Controlled Trials (RCTs) but are not used much in practice, in part because the best way to make use of the technology in a typical workflow is unclear. In this w...
Machine Learning Algorithms Reproducibility of Results Humans Randomized Controlled Trials as Topic Registries Review Literature as Topic Sensitivity and Specificity ROC Curve Support Vector Machine Evidence-Based Medicine Search Engine Databases, Bibliographic Information Storage and Retrieval Subject Headings
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What does best evidence tell us about robotic gait rehabilitation in stroke patients: A systematic review and meta-analysis.

Journal of clinical neuroscience : official journal of the Neurosurgical Society of Australasia Dec 6, 2017
BACKGROUND: Studies about electromechanical-assisted devices proved the validity and effectiveness of these tools in gait rehabilitation, especially if used in association with conventional physiotherapy in stroke patients.
Stroke Rehabilitation Gait Disorders, Neurologic Humans Treatment Outcome Robotics Evidence-Based Medicine
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Using semantics for representing experimental protocols.

Journal of biomedical semantics Nov 13, 2017
BACKGROUND: An experimental protocol is a sequence of tasks and operations executed to perform experimental research in biological and biomedical areas, e.g. biology, genetics, immunology, neurosciences, virology. Protocols often include references t...
Evidence-Based Medicine Semantic Web Semantics Biological Ontologies Terminology as Topic Information Dissemination Humans Information Storage and Retrieval Animals Models, Theoretical Internet
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Living systematic reviews: 2. Combining human and machine effort.

Journal of clinical epidemiology Sep 11, 2017
New approaches to evidence synthesis, which use human effort and machine automation in mutually reinforcing ways, can enhance the feasibility and sustainability of living systematic reviews. Human effort is a scarce and valuable resource, required wh...
Humans Data Mining Evidence-Based Medicine Machine Learning Review Literature as Topic
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Automatic identification of high impact articles in PubMed to support clinical decision making.

Journal of biomedical informatics Jul 26, 2017
OBJECTIVES: The practice of evidence-based medicine involves integrating the latest best available evidence into patient care decisions. Yet, critical barriers exist for clinicians' retrieval of evidence that is relevant for a particular patient from...
Algorithms Clinical Decision-Making Bibliometrics Social Media PubMed Metadata Humans Machine Learning Information Storage and Retrieval MEDLINE Evidence-Based Medicine
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DisArticle: a web server for SVM-based discrimination of articles on traditional medicine.

BMC complementary and alternative medicine Jan 28, 2017
BACKGROUND: Much research has been done in Northeast Asia to show the efficacy of traditional medicine. While MEDLINE contains many biomedical articles including those on traditional medicine, it does not categorize those articles by specific researc...
Medicine, Traditional Drugs, Chinese Herbal Herbal Medicine Internet Publishing Phytotherapy Biomedical Research Plants, Medicinal Asia Support Vector Machine Humans MEDLINE Medicine, Chinese Traditional Databases, Factual Evidence-Based Medicine
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Knowledge into action - supporting the implementation of evidence into practice in Scotland.

Health information and libraries journal Jan 1, 2017
BACKGROUND: The knowledge into action model for NHS Scotland provides a framework for librarians and health care staff to support getting evidence into practice. Central to this model is the development of a network of knowledge brokers to facilitate...
Humans Librarians State Medicine Evidence-Based Medicine Information Services Program Development Knowledge Bases Scotland Quality Improvement Information Dissemination
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