AIMC Journal:
Journal of biomedical informatics

Showing 421 to 430 of 650 articles

Automatic identification of recent high impact clinical articles in PubMed to support clinical decision making using time-agnostic features.

Journal of biomedical informatics Nov 22, 2018
OBJECTIVES: Finding recent clinical studies that warrant changes in clinical practice ("high impact" clinical studies) in a timely manner is very challenging. We investigated a machine learning approach to find recent studies with high clinical impac...
Publications PubMed Machine Learning Clinical Decision-Making Bayes Theorem
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An unsupervised and customizable misspelling generator for mining noisy health-related text sources.

Journal of biomedical informatics Nov 13, 2018
BACKGROUND: Data collection and extraction from noisy text sources such as social media typically rely on keyword-based searching/listening. However, health-related terms are often misspelled in such noisy text sources due to their complex morphology...
Medical Informatics Pattern Recognition, Automated Natural Language Processing Data Mining Data Collection Algorithms Fuzzy Logic Electronic Health Records Social Media Reproducibility of Results
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CIBS: A biomedical text summarizer using topic-based sentence clustering.

Journal of biomedical informatics Nov 13, 2018
Automatic text summarizers can reduce the time required to read lengthy text documents by extracting the most important parts. Multi-document summarizers should produce a summary that covers the main topics of multiple related input texts to diminish...
Software Data Mining Algorithms Image Processing, Computer-Assisted Pattern Recognition, Automated Semantics Cluster Analysis Unified Medical Language System Natural Language Processing
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Toward analyzing and synthesizing previous research in early prediction of cardiac arrest using machine learning based on a multi-layered integrative framework.

Journal of biomedical informatics Oct 30, 2018
BACKGROUND: One of the significant problems in the field of healthcare is the low survival rate of people who have experienced sudden cardiac arrest. Early prediction of cardiac arrest can provide the time required for intervening and preventing its ...
Humans Reproducibility of Results Support Vector Machine Decision Making Algorithms Medical Informatics Databases, Factual Proportional Hazards Models Research Heart Arrest
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Using clinical Natural Language Processing for health outcomes research: Overview and actionable suggestions for future advances.

Journal of biomedical informatics Oct 24, 2018
The importance of incorporating Natural Language Processing (NLP) methods in clinical informatics research has been increasingly recognized over the past years, and has led to transformative advances. Typically, clinical NLP systems are developed and...
Semantics Humans Algorithms Mental Disorders Outcome Assessment, Health Care Reproducibility of Results Electronic Health Records Data Collection Medical Informatics Mental Health Services Natural Language Processing
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An evaluation method of risk grades for prostate cancer using similarity measure of cubic hesitant fuzzy sets.

Journal of biomedical informatics Oct 16, 2018
Prostate cancer (PC) is more common cancer in older men. Then, the existing evaluation method of PC risk grades is based on the AJCC (American Joint Committee on Cancer) staging/scoring system. It utilizes the comprehensive risk data of the prostate-...
Humans Algorithms Male Risk Assessment Reproducibility of Results Aged Prostate-Specific Antigen Medical Informatics Uncertainty Disease Progression Fuzzy Logic Prostatic Neoplasms
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Using neural attention networks to detect adverse medical events from electronic health records.

Journal of biomedical informatics Oct 15, 2018
The detection of Adverse Medical Events (AMEs) plays an important role in disease management in ensuring efficient treatment delivery and quality improvement of health services. Recently, with the rapid development of hospital information systems, a ...
Hospital Information Systems Medical Informatics Myocardial Ischemia Myocardial Revascularization China Area Under Curve Hemorrhage Neural Networks, Computer Algorithms Databases, Factual Hospitals Deep Learning Electronic Health Records Cardiovascular Diseases Humans
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relSCAN - A system for extracting chemical-induced disease relation from biomedical literature.

Journal of biomedical informatics Oct 6, 2018
This paper proposes an effective and robust approach for Chemical-Induced Disease (CID) relation extraction from PubMed articles. The study was performed on the Chemical Disease Relation (CDR) task of BioCreative V track-3 corpus. The proposed system...
Random Allocation Disease Chemically-Induced Disorders Publications Data Mining Medical Informatics Humans Machine Learning Decision Making Regression Analysis Algorithms Support Vector Machine
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Utilizing soft constraints to enhance medical relation extraction from the history of present illness in electronic medical records.

Journal of biomedical informatics Oct 4, 2018
Relation extraction between medical concepts from electronic medical records has pervasive applications as well as significance. However, previous researches utilizing machine learning algorithms judge the semantic types of medical concept pair menti...
Humans Deep Learning China Support Vector Machine Models, Statistical Algorithms Electronic Health Records Reproducibility of Results Regression Analysis Probability Medical Informatics
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PISTON: Predicting drug indications and side effects using topic modeling and natural language processing.

Journal of biomedical informatics Sep 27, 2018
The process of discovering novel drugs to treat diseases requires a long time and high cost. It is important to understand side effects of drugs as well as their therapeutic effects, because these can seriously damage the patients due to unexpected a...
Natural Language Processing Area Under Curve Electronic Health Records Drug-Related Side Effects and Adverse Reactions Humans Systems Biology Data Mining Algorithms Drug Repositioning Medical Informatics Probability Phenotype
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