AIMC Topic: Biomedical Research

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Improving Endpoint Detection to Support Automated Systematic Reviews.

AMIA ... Annual Symposium proceedings. AMIA Symposium Feb 10, 2017
Authors of biomedical articles use comparison sentences to communicate the findings of a study, and to compare the results of the current study with earlier studies. The Claim Framework defines a comparison claim as a sentence that includes at least ...
Meta-Analysis as Topic Review Literature as Topic Publications Diabetes Mellitus Linguistics Humans Support Vector Machine Natural Language Processing Biomedical Research Animals
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Scientific Reproducibility in Biomedical Research: Provenance Metadata Ontology for Semantic Annotation of Study Description.

AMIA ... Annual Symposium proceedings. AMIA Symposium Feb 10, 2017
Scientific reproducibility is key to scientific progress as it allows the research community to build on validated results, protect patients from potentially harmful trial drugs derived from incorrect results, and reduce wastage of valuable resources...
Databases as Topic Reproducibility of Results Humans United States Biomedical Research National Institutes of Health (U.S.) Biological Ontologies Semantics Sleep Metadata Sleep Wake Disorders
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Using Natural Language Processing and Network Analysis to Develop a Conceptual Framework for Medication Therapy Management Research.

AMIA ... Annual Symposium proceedings. AMIA Symposium Feb 10, 2017
This paper describes a theory derivation process used to develop a conceptual framework for medication therapy management (MTM) research. The MTM service model and chronic care model were selected as parent theories. Review article abstracts targetin...
Medication Therapy Management Biomedical Research Medication Adherence Chronic Disease Humans Natural Language Processing Self Care
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Editorial from the new Editor-in-Chief: Artificial Intelligence in Medicine and the forthcoming challenges.

Artificial intelligence in medicine Feb 6, 2017
Editorial Policies Biomedical Research Computational Biology Periodicals as Topic Humans Artificial Intelligence 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...
Support Vector Machine Medicine, Chinese Traditional Drugs, Chinese Herbal Internet Humans Databases, Factual Biomedical Research Medicine, Traditional Herbal Medicine Evidence-Based Medicine Publishing Phytotherapy Plants, Medicinal Asia MEDLINE
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Implementing Machine Learning in Radiology Practice and Research.

AJR. American journal of roentgenology Jan 26, 2017
OBJECTIVE: The purposes of this article are to describe concepts that radiologists should understand to evaluate machine learning projects, including common algorithms, supervised as opposed to unsupervised techniques, statistical pitfalls, and data ...
Image Interpretation, Computer-Assisted Pattern Recognition, Automated Practice Patterns, Physicians' Image Enhancement Biomedical Research United States Radiology Humans Reproducibility of Results Sensitivity and Specificity Machine Learning Algorithms
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Guidelines for Developing and Reporting Machine Learning Predictive Models in Biomedical Research: A Multidisciplinary View.

Journal of medical Internet research Dec 16, 2016
BACKGROUND: As more and more researchers are turning to big data for new opportunities of biomedical discoveries, machine learning models, as the backbone of big data analysis, are mentioned more often in biomedical journals. However, owing to the in...
Biomedical Research Data Interpretation, Statistical Models, Biological Interdisciplinary Studies Humans Machine Learning
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Multichannel Convolutional Neural Network for Biological Relation Extraction.

BioMed research international Dec 7, 2016
The plethora of biomedical relations which are embedded in medical logs (records) demands researchers' attention. Previous theoretical and practical focuses were restricted on traditional machine learning techniques. However, these methods are suscep...
Drug Interactions Data Mining Protein Interaction Mapping Algorithms Biomedical Research Support Vector Machine Neural Networks, Computer Machine Learning
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Advanced literature analysis in a Big Data world.

Annals of the New York Academy of Sciences Nov 10, 2016
Comprehensive data mining of the scientific literature has become an increasing challenge. To address this challenge, Elsevier's Pathway Studio software uses the techniques of natural language processing to systematically extract specific biological ...
Databases, Bibliographic Periodicals as Topic Translational Research, Biomedical Schizophrenia National Institute of Mental Health (U.S.) Database Management Systems Software Data Mining Mental Disorders Abstracting and Indexing United States Biomarkers Mass Screening Animals Natural Language Processing Humans Depressive Disorder, Major Prognosis Anxiety Disorders Biomedical Research Bipolar Disorder Computational Biology
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Ensemble Deep Learning for Biomedical Time Series Classification.

Computational intelligence and neuroscience Sep 20, 2016
Ensemble learning has been proved to improve the generalization ability effectively in both theory and practice. In this paper, we briefly outline the current status of research on it first. Then, a new deep neural network-based ensemble method that ...
Algorithms Learning Humans Neural Networks, Computer Time Factors Electrocardiography Biomedical Research Predictive Value of Tests Animals Cardiovascular Diseases
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