AIMC Journal:
Journal of medical systems

Showing 251 to 260 of 352 articles

Relevant Feature Selection from a Combination of Spectral-Temporal and Spatial Features for Classification of Motor Imagery EEG.

Journal of medical systems Mar 16, 2018
This paper presents a novel algorithm (CVSTSCSP) for determining discriminative features from an optimal combination of temporal, spectral and spatial information for motor imagery brain computer interfaces. The proposed method involves four phases. ...
Humans Electroencephalography Signal Processing, Computer-Assisted Brain-Computer Interfaces Algorithms Support Vector Machine
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Combining Bootstrap Aggregation with Support Vector Regression for Small Blood Pressure Measurement.

Journal of medical systems Feb 28, 2018
Blood pressure measurement based on oscillometry is one of the most popular techniques to check a health condition of individual subjects. This paper proposes a support vector using fusion estimator with a bootstrap technique for oscillometric blood ...
Regression Analysis Oscillometry Blood Pressure Determination Support Vector Machine Humans Image Processing, Computer-Assisted
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Fuzzy Expert System based on a Novel Hybrid Stem Cell (HSC) Algorithm for Classification of Micro Array Data.

Journal of medical systems Feb 21, 2018
In the growing scenario, microarray data is extensively used since it provides a more comprehensive understanding of genetic variants among diseases. As the gene expression samples have high dimensionality it becomes tedious to analyze the samples ma...
Algorithms Decision Support Techniques Fuzzy Logic Humans Machine Learning Oligonucleotide Array Sequence Analysis Stem Cells Expert Systems
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Computer Aided Solution for Automatic Segmenting and Measurements of Blood Leucocytes Using Static Microscope Images.

Journal of medical systems Feb 17, 2018
Blood leucocytes segmentation in medical images is viewed as difficult process due to the variability of blood cells concerning their shape and size and the difficulty towards determining location of Blood Leucocytes. Physical analysis of blood tests...
Artificial Intelligence Pattern Recognition, Automated Reproducibility of Results Support Vector Machine Microscopy Leukocytes Image Processing, Computer-Assisted Humans Image Interpretation, Computer-Assisted
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Content Based Image Retrieval by Using Color Descriptor and Discrete Wavelet Transform.

Journal of medical systems Jan 25, 2018
Due to recent development in technology, the complexity of multimedia is significantly increased and the retrieval of similar multimedia content is a open research problem. Content-Based Image Retrieval (CBIR) is a process that provides a framework f...
Pattern Recognition, Automated Wavelet Analysis Image Interpretation, Computer-Assisted Information Storage and Retrieval Artificial Intelligence Algorithms Humans
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A Novel Adaptive Deformable Model for Automated Optic Disc and Cup Segmentation to Aid Glaucoma Diagnosis.

Journal of medical systems Dec 7, 2017
This paper proposes a novel Adaptive Region-based Edge Smoothing Model (ARESM) for automatic boundary detection of optic disc and cup to aid automatic glaucoma diagnosis. The novelty of our approach consists of two aspects: 1) automatic detection of ...
Humans Optic Disk Glaucoma Pattern Recognition, Automated Machine Learning Algorithms Image Processing, Computer-Assisted
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An Improved Pathological Brain Detection System Based on Two-Dimensional PCA and Evolutionary Extreme Learning Machine.

Journal of medical systems Dec 7, 2017
Pathological brain detection has made notable stride in the past years, as a consequence many pathological brain detection systems (PBDSs) have been proposed. But, the accuracy of these systems still needs significant improvement in order to meet the...
Humans Machine Learning Algorithms Brain Magnetic Resonance Imaging Sensitivity and Specificity Image Processing, Computer-Assisted
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DNA Cryptography and Deep Learning using Genetic Algorithm with NW algorithm for Key Generation.

Journal of medical systems Dec 5, 2017
Cryptography is not only a science of applying complex mathematics and logic to design strong methods to hide data called as encryption, but also to retrieve the original data back, called decryption. The purpose of cryptography is to transmit a mess...
Machine Learning Algorithms Computer Security DNA Humans
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Computational Intelligence for Medical Imaging Simulations.

Journal of medical systems Nov 25, 2017
This paper describes how to simulate medical imaging by computational intelligence to explore areas that cannot be easily achieved by traditional ways, including genes and proteins simulations related to cancer development and immunity. This paper ha...
Models, Immunological Models, Genetic Algorithms Humans Diagnostic Imaging Proteins Computer Simulation Artificial Intelligence Models, Biological
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Correlation Filters for Detection of Cellular Nuclei in Histopathology Images.

Journal of medical systems Nov 21, 2017
UNLABELLED: Nuclei detection in histology images is an essential part of computer aided diagnosis of cancers and tumors. It is a challenging task due to diverse and complicated structures of cells. In this work, we present an automated technique for ...
Machine Learning Image Interpretation, Computer-Assisted Humans Cell Nucleus Fourier Analysis
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