AIMC Journal:
Journal of medical systems

Showing 311 to 320 of 353 articles

Diagnosis of Acute Coronary Syndrome with a Support Vector Machine.

Journal of medical systems Jan 27, 2016
Acute coronary syndrome (ACS) is a serious condition arising from an imbalance of supply and demand to meet myocardium's metabolic needs. Patients typically present with retrosternal chest pain radiating to neck and left arm. Electrocardiography (ECG...
Acute Coronary Syndrome Troponin I Creatine Kinase, MB Form Bayes Theorem Chest Pain Sex Factors Male Middle Aged Decision Support Systems, Clinical Support Vector Machine Age Factors Logistic Models Electrocardiography Aged Aged, 80 and over Adult Female Reproducibility of Results Risk Factors Humans Neural Networks, Computer
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Detection of Shockable Ventricular Arrhythmia using Variational Mode Decomposition.

Journal of medical systems Jan 21, 2016
Ventricular tachycardia (VT) and ventricular fibrillation (VF) are shockable ventricular cardiac ailments. Detection of VT/VF is one of the important step in both automated external defibrillator (AED) and implantable cardioverter defibrillator (ICD)...
Sensitivity and Specificity Image Processing, Computer-Assisted Electrocardiography Tachycardia, Ventricular Humans Machine Learning Algorithms Ventricular Fibrillation Defibrillators
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Learning ECOC Code Matrix for Multiclass Classification with Application to Glaucoma Diagnosis.

Journal of medical systems Jan 21, 2016
Classification of different mechanisms of angle closure glaucoma (ACG) is important for medical diagnosis. Error-correcting output code (ECOC) is an effective approach for multiclass classification. In this study, we propose a new ensemble learning m...
Tomography, Optical Coherence Glaucoma, Angle-Closure Machine Learning Sensitivity and Specificity Diagnosis, Computer-Assisted Humans
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Lopinavir Resistance Classification with Imbalanced Data Using Probabilistic Neural Networks.

Journal of medical systems Jan 6, 2016
Resistance to antiretroviral drugs has been a major obstacle for long-lasting treatment of HIV-infected patients. The development of models to predict drug resistance is recognized as useful for helping the decision of the best therapy for each HIV+ ...
Software Design Lopinavir Logistic Models Humans Predictive Value of Tests Drug Resistance, Viral HIV Infections Neural Networks, Computer Antiviral Agents Algorithms
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Telemedicine Supported Chronic Wound Tissue Prediction Using Classification Approaches.

Journal of medical systems Jan 4, 2016
Telemedicine helps to deliver health services electronically to patients with the advancement of communication systems and health informatics. Chronic wound (CW) detection and its healing rate assessment at remote distance is very much difficult due ...
Humans Time Factors Chronic Disease Predictive Value of Tests Telemedicine Wounds and Injuries Image Processing, Computer-Assisted Fuzzy Logic Wound Healing
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Automatic Estimation of Osteoporotic Fracture Cases by Using Ensemble Learning Approaches.

Journal of medical systems Dec 12, 2015
Ensemble learning methods are one of the most powerful tools for the pattern classification problems. In this paper, the effects of ensemble learning methods and some physical bone densitometry parameters on osteoporotic fracture detection were inves...
Densitometry Osteoporotic Fractures Middle Aged Humans Regression Analysis Pattern Recognition, Automated Bone Density Artificial Intelligence Female Osteoporosis Machine Learning Reproducibility of Results Algorithms
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A Study on the Effects of Sympathetic Skin Response Parameters in Diagnosis of Fibromyalgia Using Artificial Neural Networks.

Journal of medical systems Dec 8, 2015
Fibromyalgia syndrome (FMS), usually observed commonly in females over age 30, is a rheumatic disease accompanied by extensive chronic pain. In the diagnosis of the disease non-objective psychological tests and physiological tests and laboratory test...
Neural Networks, Computer Female Male Skin Heart Rate Oxygen Consumption Signal Processing, Computer-Assisted Humans Turkey Skin Temperature Fibromyalgia
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Using a Calculated Pulse Rate with an Artificial Neural Network to Detect Irregular Interbeats.

Journal of medical systems Dec 7, 2015
Heart rate is an important clinical measure that is often used in pathological diagnosis and prognosis. Valid detection of irregular heartbeats is crucial in the clinical practice. We propose an artificial neural network using the calculated pulse ra...
Arrhythmias, Cardiac Heart Rate Infrared Rays Monitoring, Physiologic Humans Pulse Signal Processing, Computer-Assisted Neural Networks, Computer Software Design
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Processing Diabetes Mellitus Composite Events in MAGPIE.

Journal of medical systems Nov 21, 2015
The focus of this research is in the definition of programmable expert Personal Health Systems (PHS) to monitor patients affected by chronic diseases using agent oriented programming and mobile computing to represent the interactions happening amongs...
Expert Systems Diabetes Mellitus Patient Care Team Humans Telemetry Health Information Exchange Chronic Disease Smartphone Internet Mobile Applications
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A Systematic Literature Review of Agents Applied in Healthcare.

Journal of medical systems Nov 21, 2015
Intelligent agents and healthcare have been intimately linked in the last years. The intrinsic complexity and diversity of care can be tackled with the flexibility, dynamics and reliability of multi-agent systems. The purpose of this review is to sho...
Health Information Systems Health Services Administration Decision Support Systems, Clinical Health Information Management Computer Security Artificial Intelligence Humans Delivery of Health Care
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