AIMC Journal:
Journal of medical systems

Showing 261 to 270 of 352 articles

Alcoholism Detection by Data Augmentation and Convolutional Neural Network with Stochastic Pooling.

Journal of medical systems Nov 17, 2017
Alcohol use disorder (AUD) is an important brain disease. It alters the brain structure. Recently, scholars tend to use computer vision based techniques to detect AUD. We collected 235 subjects, 114 alcoholic and 121 non-alcoholic. Among the 235 imag...
Neural Networks, Computer Brain Female Humans Male Middle Aged China Aged Sensitivity and Specificity Chronic Disease Alcoholism Image Processing, Computer-Assisted Models, Statistical
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Relevant Features Selection for Automatic Prediction of Preterm Deliveries from Pregnancy ElectroHysterograhic (EHG) records.

Journal of medical systems Nov 11, 2017
In this study, we proposed an approach able to predict whether a pregnant woman with contractions would give birth earlier than expected (i.e., before the 37 week of gestation (WG)). It only processes non-invasive electrohysterographic (EHG) signals...
Signal Processing, Computer-Assisted Electromyography Algorithms Support Vector Machine Humans Premature Birth Female Pregnancy Uterus Reproducibility of Results
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A Machine Learning Ensemble Classifier for Early Prediction of Diabetic Retinopathy.

Journal of medical systems Nov 9, 2017
The main complication of diabetes is Diabetic retinopathy (DR), retinal vascular disease and it leads to the blindness. Regular screening for early DR disease detection is considered as an intensive labor and resource oriented task. Therefore, automa...
Humans Algorithms Diabetic Retinopathy Retina Machine Learning Image Interpretation, Computer-Assisted
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Endoscopic Image Classification and Retrieval using Clustered Convolutional Features.

Journal of medical systems Oct 30, 2017
With the growing use of minimally invasive surgical procedures, endoscopic video archives are growing at a rapid pace. Efficient access to relevant content in such huge multimedia archives require compact and discriminative visual features for indexi...
Neural Networks, Computer Endoscopy Image Processing, Computer-Assisted Algorithms Information Storage and Retrieval Pattern Recognition, Automated Multimedia
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Web-Enabled Distributed Health-Care Framework for Automated Malaria Parasite Classification: an E-Health Approach.

Journal of medical systems Oct 26, 2017
Web-enabled e-healthcare system or computer assisted disease diagnosis has a potential to improve the quality and service of conventional healthcare delivery approach. The article describes the design and development of a web-based distributed health...
Blood Specimen Collection Telemedicine Pattern Recognition, Automated Algorithms Image Processing, Computer-Assisted Malaria Bayes Theorem Internet Humans Machine Learning
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A New Approach to Predict user Mobility Using Semantic Analysis and Machine Learning.

Journal of medical systems Oct 19, 2017
Mobility prediction is a technique in which the future location of a user is identified in a given network. Mobility prediction provides solutions to many day-to-day life problems. It helps in seamless handovers in wireless networks to provide better...
Computer Communication Networks Geographic Information Systems Spatio-Temporal Analysis Markov Chains Text Messaging Bayes Theorem Humans Machine Learning
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Evolutionary and Neural Computing Based Decision Support System for Disease Diagnosis from Clinical Data Sets in Medical Practice.

Journal of medical systems Sep 27, 2017
As a recent trend, various computational intelligence and machine learning approaches have been used for mining inferences hidden in the large clinical databases to assist the clinician in strategic decision making. In any target data the irrelevant ...
Expert Systems Artificial Intelligence Algorithms Databases, Factual Neural Networks, Computer
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Neural Network Classifier for Automatic Detection of Invasive Versus Noninvasive Airway Management Technique Based on Respiratory Monitoring Parameters in a Pediatric Anesthesia.

Journal of medical systems Aug 23, 2017
Children undergoing general anesthesia require airway monitoring by an anesthesia provider. The airway may be supported with noninvasive devices such as face mask or invasive devices such as a laryngeal mask airway or an endotracheal tube. The physio...
Laryngeal Masks Humans Neural Networks, Computer Child Carbon Dioxide Monitoring, Physiologic Respiration Anesthesia, General Intubation, Intratracheal
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A Critical Review for Developing Accurate and Dynamic Predictive Models Using Machine Learning Methods in Medicine and Health Care.

Journal of medical systems Mar 11, 2017
Recently, Artificial Intelligence (AI) has been used widely in medicine and health care sector. In machine learning, the classification or prediction is a major field of AI. Today, the study of existing predictive models based on machine learning met...
Models, Theoretical Humans Machine Learning Artificial Intelligence Delivery of Health Care
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Decision Support System for Detection of Papilledema through Fundus Retinal Images.

Journal of medical systems Mar 10, 2017
A condition in which the optic nerve inside the eye is swelled due to increased intracranial pressure is known as papilledema. The abnormalities due to papilledema such as opacification of Retinal Nerve Fiber Layer (RNFL), dilated optic disc capillar...
Humans Image Interpretation, Computer-Assisted Fundus Oculi Pakistan Papilledema Support Vector Machine
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