AIMC Topic: Decision Making, Computer-Assisted

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Automated identification and predictive tools to help identify high-risk heart failure patients: pilot evaluation.

Journal of the American Medical Informatics Association : JAMIA Feb 17, 2016
OBJECTIVE: Develop and evaluate an automated identification and predictive risk report for hospitalized heart failure (HF) patients.
Severity of Illness Index Pilot Projects Natural Language Processing Male Risk Assessment Humans Analysis of Variance Electronic Health Records Hospital Information Systems Decision Making, Computer-Assisted Hospitalization Heart Failure Sensitivity and Specificity Patient Readmission Female
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Multimodal hybrid reasoning methodology for personalized wellbeing services.

Computers in biology and medicine Dec 2, 2015
A wellness system provides wellbeing recommendations to support experts in promoting a healthier lifestyle and inducing individuals to adopt healthy habits. Adopting physical activity effectively promotes a healthier lifestyle. A physical activity re...
Artificial Intelligence Humans Motor Activity Decision Making, Computer-Assisted
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Supporting systematic reviews using LDA-based document representations.

Systematic reviews Nov 26, 2015
BACKGROUND: Identifying relevant studies for inclusion in a systematic review (i.e. screening) is a complex, laborious and expensive task. Recently, a number of studies has shown that the use of machine learning and text mining methods to automatical...
Humans Models, Statistical Review Literature as Topic Data Mining Biomedical Research Support Vector Machine Decision Making, Computer-Assisted
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An Intelligent Decision System for Intraoperative Somatosensory Evoked Potential Monitoring.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Sep 23, 2015
Somatosensory evoked potential (SEP) is a useful, noninvasive technique widely used for spinal cord monitoring during surgery. One of the main indicators of a spinal cord injury is the drop in amplitude of the SEP signal in comparison to the nominal ...
Decision Making, Computer-Assisted Evoked Potentials, Somatosensory False Positive Reactions Spinal Cord Injuries Computer Systems Intraoperative Neurophysiological Monitoring Least-Squares Analysis Spinal Cord Support Vector Machine Artificial Intelligence Algorithms Humans
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Surgical planning for horizontal strabismus using Support Vector Regression.

Computers in biology and medicine Jun 6, 2015
Strabismus is a pathology which affects about 4% of the population, causing esthetic problems (reversible at any age) and irreversible sensory disorders, altering the vision mechanism. Many techniques can be applied to settle the muscular balance, th...
Decision Making, Computer-Assisted Humans Support Vector Machine Ophthalmologic Surgical Procedures Patient Care Planning Strabismus
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Combining conceptual graphs and argumentation for aiding in the teleexpertise.

Computers in biology and medicine May 30, 2015
Current medical information systems are too complex to be meaningfully exploited. Hence there is a need to develop new strategies for maximising the exploitation of medical data to the benefit of medical professionals. It is against this backdrop tha...
Knowledge Bases Humans Telemedicine Decision Making, Computer-Assisted Models, Theoretical
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An electronic medical record system with treatment recommendations based on patient similarity.

Journal of medical systems Mar 12, 2015
As the core of health information technology (HIT), electronic medical record (EMR) systems have been changing to meet health care demands. To construct a new-generation EMR system framework with the capability of self-learning and real-time feedback...
Decision Making, Computer-Assisted Diagnostic Techniques and Procedures Machine Learning China Socioeconomic Factors Medical Records Systems, Computerized Humans Age Factors Vital Signs Sex Factors Health Information Exchange
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Intuitionistic fuzzy interaction bonferroni means and its application to multiple attribute decision making.

IEEE transactions on cybernetics Jun 24, 2014
The Bonferroni mean (BM) was originally presented by Bonferroni and had been generalized by many researchers for its capacity to capture the interrelationship between input arguments. Nevertheless, the existing intuitionistic fuzzy BMs only consider ...
Fuzzy Logic Decision Making, Computer-Assisted Models, Statistical
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Optimal classification by mixed-initiative nested thresholding.

IEEE transactions on cybernetics May 7, 2014
We propose a novel architecture for a team of machine and human classifiers (i.e., a mixed-initiative team). We adopt a model of performance that is workload-dependent for the human and workload-independent for the machine. The team is structured in ...
Artificial Intelligence Humans Cybernetics Pattern Recognition, Automated Models, Statistical Algorithms Decision Making, Computer-Assisted
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A novel modification of the Turing test for artificial intelligence and robotics in healthcare.

The international journal of medical robotics + computer assisted surgery : MRCAS Jan 20, 2014
BACKGROUND: The increasing demands of delivering higher quality global healthcare has resulted in a corresponding expansion in the development of computer-based and robotic healthcare tools that rely on artificially intelligent technologies. The Turi...
Delivery of Health Care Diagnosis, Computer-Assisted Meta-Analysis as Topic Decision Making, Computer-Assisted Robotics Humans Artificial Intelligence
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