AIMC Journal:
Journal of medical systems

Showing 231 to 240 of 352 articles

A Novel Method of Segmentation and Classification for Meditation in Health Care Systems.

Journal of medical systems Sep 11, 2018
Meditation improves positivity in behavioral as well as psychological changes, which are brought elucidated by knowing neuro-physiological consequences of meditation. In the field of cognitive science, neuroscience and physiological research, Electro...
Brain-Computer Interfaces Meditation Electroencephalography Signal Processing, Computer-Assisted Cross-Sectional Studies Support Vector Machine Algorithms Humans
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Kyasanur Forest Disease Classification Framework Using Novel Extremal Optimization Tuned Neural Network in Fog Computing Environment.

Journal of medical systems Sep 1, 2018
Kyasanur Forest Disease (KFD) is a life-threatening tick-borne viral infectious disease endemic to South Asia and has been taking so many lives every year in the past decade. But recently, this disease has been witnessed in other regions to a large e...
Humans Disease Outbreaks Bayes Theorem Kyasanur Forest Disease Neural Networks, Computer Algorithms
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Prediction of Periventricular Leukomalacia in Neonates after Cardiac Surgery Using Machine Learning Algorithms.

Journal of medical systems Aug 17, 2018
Periventricular leukomalacia (PVL) is brain injury that develops commonly in neonates after cardiac surgery. Earlier identification of patients who are at higher risk for PVL may improve clinicians' ability to optimize care for these challenging pati...
Infant, Newborn Reproducibility of Results Leukomalacia, Periventricular Cardiac Surgical Procedures Pregnancy Female Algorithms Retrospective Studies Humans Machine Learning
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An Intelligent Model for Blood Vessel Segmentation in Diagnosing DR Using CNN.

Journal of medical systems Aug 15, 2018
Diabetic retinopathy (DR) is an eye disease, which affects the people who are all having the diabetes for more than 10 years. The ophthalmologist identifies when the dilated eye exam causes severe in any one of the following deviations in the retina:...
Algorithms India Fundus Oculi Diabetic Retinopathy Neural Networks, Computer Humans
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A New Approach on HCI Extracting Conscious Jaw Movements Based on EEG Signals Using Machine Learnings.

Journal of medical systems Aug 4, 2018
Machine computer interfaces (MCI) are assistive technologies enabling paralyzed peoples to control and communicate their environments. This study aims to discover and represents a new approach on MCI using left/right motions of voluntary jaw movement...
Algorithms Support Vector Machine Principal Component Analysis Humans Machine Learning Jaw Brain-Computer Interfaces Movement Electroencephalography Signal Processing, Computer-Assisted
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An End-to-End System for Automatic Urinary Particle Recognition with Convolutional Neural Network.

Journal of medical systems Jul 27, 2018
The urine sediment analysis of particles in microscopic images can assist physicians in evaluating patients with renal and urinary tract diseases. Manual urine sediment examination is labor-intensive, subjective and time-consuming, and the traditiona...
Kidney Diseases Algorithms Humans Urologic Diseases Urinalysis Learning Neural Networks, Computer
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A Systematic Review for Human EEG Brain Signals Based Emotion Classification, Feature Extraction, Brain Condition, Group Comparison.

Journal of medical systems Jul 24, 2018
The study of electroencephalography (EEG) signals is not a new topic. However, the analysis of human emotions upon exposure to music considered as important direction. Although distributed in various academic databases, research on this concept is li...
Emotions Humans Electroencephalography Artificial Intelligence Algorithms Brain
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Framework of Computer Aided Diagnosis Systems for Cancer Classification Based on Medical Images.

Journal of medical systems Jul 11, 2018
Early detection of cancer can increase patients' survivability and treatment options. Medical images such as Mammogram, Ultrasound, Magnetic Resonance Imaging, and microscopic images are the common method for cancer diagnosis. Recently, computer-aide...
Mammography Bayes Theorem Ultrasonography Support Vector Machine Breast Neoplasms Neoplasms Diagnosis, Computer-Assisted Humans Algorithms
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Convolutional Neural Network for Segmentation and Measurement of Intima Media Thickness.

Journal of medical systems Jul 9, 2018
The measurement of Carotid Intima Media Thickness (IMT) on Common Carotid Artery (CCA) is a principle marker of risk of cardiovascular disease. This paper presents a novel method of using deep Convolutional Neural Network (CNN) for identification and...
Humans Neural Networks, Computer Carotid Intima-Media Thickness Carotid Arteries Algorithms Carotid Artery, Common
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Study on Contribution of Biological Interpretable and Computer-Aided Features Towards the Classification of Childhood Medulloblastoma Cells.

Journal of medical systems Jul 4, 2018
Diagnosis and Prognosis of brain tumour in children is always a critical case. Medulloblastoma is that subtype of brain tumour which occurs most frequently amongst children. Post-operation, the classification of its subtype is most vital for further ...
Principal Component Analysis Cerebellar Neoplasms Algorithms Medulloblastoma Child Humans Support Vector Machine
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