AIMC Topic: Decision Support Systems, Clinical

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Unintended Consequences of Machine Learning in Medicine.

JAMA Aug 8, 2017
Hospitalization Asthma Clinical Competence Decision Support Systems, Clinical Pneumonia Expert Systems Machine Learning Algorithms Physicians Humans
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The novel use of an Extreme learning machines for clinical decision support systems.

Computer methods and programs in biomedicine Aug 1, 2017
Decision Support Systems, Clinical Humans Neural Networks, Computer Machine Learning
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Fully Automated Deep Learning System for Bone Age Assessment.

Journal of digital imaging Aug 1, 2017
Skeletal maturity progresses through discrete phases, a fact that is used routinely in pediatrics where bone age assessments (BAAs) are compared to chronological age in the evaluation of endocrine and metabolic disorders. While central to many diseas...
Decision Support Systems, Clinical Hand Age Determination by Skeleton Male Adolescent Child Humans Neural Networks, Computer Machine Learning Software Female Adult
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Comparison of three commercial knowledge bases for detection of drug-drug interactions in clinical decision support.

Journal of the American Medical Informatics Association : JAMIA Jul 1, 2017
OBJECTIVE: To compare 3 commercial knowledge bases (KBs) used for detection and avoidance of potential drug-drug interactions (DDIs) in clinical practice.
Knowledge Bases Drug Therapy, Computer-Assisted Medical Order Entry Systems Humans Clinical Decision-Making Decision Support Systems, Clinical Drug Interactions
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Can Computers Be Made to Respect the Art of Medicine?

Southern medical journal Jun 1, 2017
Algorithms Clinical Decision-Making Decision Support Systems, Clinical Clinical Medicine Art Humans Machine Learning Software
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Predictive Analytics through Machine Learning in the clinical settings.

Computer methods and programs in biomedicine Jun 1, 2017
Humans Prognosis Pregnancy Female Machine Learning Decision Support Techniques Computational Biology Image Interpretation, Computer-Assisted Electrophysiological Phenomena Diagnosis, Computer-Assisted Decision Support Systems, Clinical Lung Neoplasms Labor Onset
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Intelligent diagnosis of jaundice with dynamic uncertain causality graph model.

Journal of Zhejiang University. Science. B May 1, 2017
Jaundice is a common and complex clinical symptom potentially occurring in hepatology, general surgery, pediatrics, infectious diseases, gynecology, and obstetrics, and it is fairly difficult to distinguish the cause of jaundice in clinical practice,...
Prevalence Diagnosis, Computer-Assisted Decision Support Systems, Clinical Causality Models, Statistical Bayes Theorem Computer Simulation Reproducibility of Results Sensitivity and Specificity Machine Learning Algorithms Jaundice Computer Graphics Humans
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Unity is Strength: Improving biomedical classification performance based on ensemble learning approaches.

Computer methods and programs in biomedicine Apr 1, 2017
Humans Diagnosis, Computer-Assisted Decision Support Systems, Clinical Lung Neoplasms Algorithms Tomography, X-Ray Computed Image Interpretation, Computer-Assisted Autistic Disorder Computational Biology Electroencephalography Supervised Machine Learning
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Towards the Consideration of Diagnostic Delay in Model-Based Clinical Decision Support.

Studies in health technology and informatics Jan 1, 2017
Diagnostic delay involves the peril of information becoming outdated. It is a challenging task to quantify the up-to-dateness of clinical information and the consequences of diagnostic delay with the goal of considering them in clinical decision supp...
Decision Support Systems, Clinical Expert Systems Delayed Diagnosis Humans Software
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Development of a Service-Oriented Sharable Clinical Decision Support System Based on Ontology for Chronic Disease.

Studies in health technology and informatics Jan 1, 2017
Clinical decision support systems (CDSSs) have been proved as an efficient way to improve health care quality. However, the inflexibility in integrating multiple clinical practice guidelines (multi-CPGs), the mass input workload of patient data, and ...
Humans Computer Systems Decision Support Systems, Clinical Chronic Disease Knowledge Bases
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