AIMC Journal:
Journal of medical systems

Showing 221 to 230 of 352 articles

ECG Signal Classification Using Various Machine Learning Techniques.

Journal of medical systems Oct 18, 2018
Electrocardiogram (ECG) signal is a process that records the heart rate by using electrodes and detects small electrical changes for each heat rate. It is used to investigate some types of abnormal heart function including arrhythmias and conduction ...
Signal Processing, Computer-Assisted Machine Learning Algorithms Electrocardiography Bayes Theorem Humans
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Generative Adversarial Network for Medical Images (MI-GAN).

Journal of medical systems Oct 12, 2018
Deep learning algorithms produces state-of-the-art results for different machine learning and computer vision tasks. To perform well on a given task, these algorithms require large dataset for training. However, deep learning algorithms lack generali...
Image Processing, Computer-Assisted Retina Diagnostic Techniques, Ophthalmological Algorithms Deep Learning
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Medical Image Analysis using Convolutional Neural Networks: A Review.

Journal of medical systems Oct 8, 2018
The science of solving clinical problems by analyzing images generated in clinical practice is known as medical image analysis. The aim is to extract information in an affective and efficient manner for improved clinical diagnosis. The recent advance...
Deep Learning Image Processing, Computer-Assisted Algorithms Diagnosis, Computer-Assisted Information Storage and Retrieval Neural Networks, Computer
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Incorporating EBO-HSIC with SVM for Gene Selection Associated with Cervical Cancer Classification.

Journal of medical systems Oct 6, 2018
Microarray technology is utilized by the biologists, in order to compute the expression levels of thousands of genes. Cervical cancer classification utilizing gene expression data depends upon conventional supervised learning methods, wherein only la...
Algorithms Female Humans Oligonucleotide Array Sequence Analysis Fuzzy Logic Gene Expression Uterine Cervical Neoplasms Support Vector Machine
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Medical Image Quality Assessment Using CSO Based Deep Neural Network.

Journal of medical systems Oct 5, 2018
This manuscript proposed a hybrid method of Deep Neural Network (DNN) and Cuckoo Search Optimization (CSO) with No-Reference Image Quality Assessment (NR-IQA) for achieving high accuracy, low computational complexity, flexibility and etc. of a medica...
Image Processing, Computer-Assisted Neural Networks, Computer Image Interpretation, Computer-Assisted Algorithms Time Factors
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Multilayered Deep Structure Tensor Delaunay Triangulation and Morphing Based Automated Diagnosis and 3D Presentation of Human Macula.

Journal of medical systems Oct 4, 2018
Maculopathy is the group of diseases that affects central vision of a person and they are often associated with diabetes. Many researchers reported automated diagnosis of maculopathy from optical coherence tomography (OCT) images. However, to the bes...
Retina Humans Retinal Diseases Research Design Neural Networks, Computer Tomography, Optical Coherence
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HANN: A Hybrid Model for Liver Syndrome Classification by Feature Assortment Optimization.

Journal of medical systems Sep 27, 2018
Early detection of any sort of disease is mandatory for effective medical treatment. Medical diagnosis relies heavily on Data Mining for automated disease classification and detection. It relies on data mining algorithms to examine medical data. Live...
Data Mining Neural Networks, Computer Humans Liver Diseases Algorithms
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Enhanced Computational Model for Gravitational Search Optimized Echo State Neural Networks Based Oral Cancer Detection.

Journal of medical systems Sep 20, 2018
The Clinical Oncology of American Society report in 2016 predicted deaths are increased upto 9570 due to oral cancer. This cancer occurs due to abnormal tissue growth in the oral cavity. This cancer has limited symptoms, so, it has been difficult to ...
Image Processing, Computer-Assisted Mouth Neoplasms Machine Learning Algorithms Humans Neural Networks, Computer
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Memetic Search Optimization Along with Genetic Scale Recurrent Neural Network for Predictive Rate of Implant Treatment.

Journal of medical systems Sep 17, 2018
Implant treatment is one of the most important surgical processes in teeth which reduces the difficulties in teeth by providing the interface between bone and jaw. The established implant treatment used to support the denture, bridge and teeth crown....
Dental Implants Dental Prosthesis, Implant-Supported Humans Neural Networks, Computer
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Feature Selection and Parameters Optimization of Support Vector Machines Based on Hybrid Glowworm Swarm Optimization for Classification of Diabetic Retinopathy.

Journal of medical systems Sep 12, 2018
Diabetic Retinopathy (DR) has been a leading cause of blindness in case of human beings falling between the ages of 20 and 74 years. This will have a major influence on both the patient and the society as it can normally influence the humans in their...
Aged Diabetic Retinopathy Young Adult Fundus Oculi Humans Adult Algorithms Image Processing, Computer-Assisted Middle Aged Support Vector Machine
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