AIMC Journal:
Journal of medical systems

Showing 181 to 190 of 352 articles

Deep Belief CNN Feature Representation Based Content Based Image Retrieval for Medical Images.

Journal of medical systems May 8, 2019
Avascular Necrosis (AN) is a cause of muscular-skeletal disability. As it is common amongst the younger people, early intervention and prompt diagnosis is requisite. This disease normally affects the femoral bones, in order that the bones' shape gets...
Information Storage and Retrieval Radiology Information Systems Humans Deep Learning Diagnostic Imaging Osteonecrosis
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An Efficient Cardiac Arrhythmia Onset Detection Technique Using a Novel Feature Rank Score Algorithm.

Journal of medical systems May 6, 2019
The interpretation of various cardiovascular blood flow abnormalities can be identified using Electrocardiogram (ECG). The predominant anomaly due to the blood flow dynamics leads to the occurrence of cardiac arrhythmias in the cardiac system. In thi...
Blood Flow Velocity Humans Support Vector Machine Algorithms Arrhythmias, Cardiac Signal Processing, Computer-Assisted Electrocardiography Heart Rate Cardiac Output
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A Novel Internet of Things Framework Integrated with Real Time Monitoring for Intelligent Healthcare Environment.

Journal of medical systems May 3, 2019
During mammogram screening, there is a higher probability that detection of cancers is missed, and more than 16 percentage of breast cancer is not detected by radiologists. This problem can be solved by employing image processing algorithms which enh...
Humans Neural Networks, Computer Image Processing, Computer-Assisted Support Vector Machine Mammography Bayes Theorem Algorithms Breast Neoplasms Diagnosis, Computer-Assisted
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Predicting Academic Performance of Students Using a Hybrid Data Mining Approach.

Journal of medical systems Apr 30, 2019
Data mining offers strong techniques for different sectors involving education. In the education field the research is developing rapidly increasing due to huge number of student's information which can be used to invent valuable pattern pertaining l...
Data Mining Universities Humans Academic Performance Sex Factors Support Vector Machine Neural Networks, Computer Interatrial Block Behavior Decision Trees India
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Application of Deep Learning Algorithm in Cervical Cancer MRI Image Segmentation Based on Wireless Sensor.

Journal of medical systems Apr 26, 2019
With the development of medical technology in China, new difficulties are gradually emerging in traditional medicine. Cervical cancer MRI image segmentation technology based on wireless network is one of the most famous means. But the traditional tec...
Deep Learning Image Processing, Computer-Assisted Algorithms Magnetic Resonance Imaging Early Detection of Cancer Female Humans Wireless Technology Uterine Cervical Neoplasms
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An ensemble learning method for asthma control level detection with leveraging medical knowledge-based classifier and supervised learning.

Journal of medical systems Apr 26, 2019
Approximately 300 million people are afflicted with asthma around the world, with the estimated death rate of 250,000 cases, indicating the significance of this disease. If not treated, it can turn into a serious public health problem. The best metho...
Bronchodilator Agents Environment Algorithms Humans Biomarkers Iran Genetic Predisposition to Disease Asthma Respiratory Function Tests Severity of Illness Index Socioeconomic Factors Anti-Asthmatic Agents Supervised Machine Learning
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Brain Tumor Segmentation Based on Improved Convolutional Neural Network in Combination with Non-quantifiable Local Texture Feature.

Journal of medical systems Apr 23, 2019
Accurate and reliable brain tumor segmentation is a critical component in cancer diagnosis. According to deep learning model, a novel brain tumor segmentation method is developed by integrating fully convolutional neural networks (FCNN) and dense mic...
Humans Neural Networks, Computer Algorithms Brain Neoplasms Deep Learning Image Processing, Computer-Assisted Magnetic Resonance Imaging
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Construction of medical equipment-based doctor health monitoring system.

Journal of medical systems Apr 10, 2019
The health status of doctors has been overlooked by the society and even the doctors themselves, especially those doctors who work long hours. Their attention is always on patients, so they are more likely to ignore their own health problems. Therefo...
Stress, Psychological Wearable Electronic Devices Health Status Humans Cloud Computing Monitoring, Ambulatory Neural Networks, Computer Telemetry Fatigue Physicians
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Using Health Chatbots for Behavior Change: A Mapping Study.

Journal of medical systems Apr 4, 2019
This study conducts a mapping study to survey the landscape of health chatbots along three research questions: What illnesses are chatbots tackling? What patient competences are chatbots aimed at? Which chatbot technical enablers are of most interest...
Behavior, Addictive Nutrition Disorders Internet Telemedicine Health Behavior Communication Metabolic Diseases User-Computer Interface Nervous System Diseases Health Status Text Messaging Humans Machine Learning Mental Health
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Development of a Strategy to Predict and Detect Falls Using Wearable Sensors.

Journal of medical systems Apr 4, 2019
Falls are a prevalent problem in actual society. Some falls result in injuries and the cost associated with their treatment is high. This is a complex problem that requires several steps in order to be tackled. Firstly, it is crucial to develop strat...
Neural Networks, Computer Algorithms Female Humans Accidental Falls Wearable Electronic Devices ROC Curve Principal Component Analysis Young Adult Adult Male Gait Locomotion
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