AIMC Journal:
Journal of medical systems

Showing 191 to 200 of 352 articles

Classification and Recognition of Ovarian Cells Based on Two-Dimensional Light Scattering Technology.

Journal of medical systems Mar 27, 2019
Ovarian cancer is a very insidious malignant tumor. In order to detect ovarian cancer cells early, the classification and recognition of ovarian cancer cells is mainly studied by two-dimensional light scattering technology. Firstly, a single-cell two...
Sensitivity and Specificity Cell Line, Tumor Ovarian Neoplasms Algorithms Female Humans Image Interpretation, Computer-Assisted Machine Learning Optical Imaging Anisotropy
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Patient-Specific Seizure Detection Method using Hybrid Classifier with Optimized Electrodes.

Journal of medical systems Mar 26, 2019
In this paper the EEG signal is analyzed by reconstructing the time series EEG signal in High dimensional Phase Space. The computational complexity in higher dimension is reduced by Principal Component Analysis for the High dimensional Phase Space ou...
Cerebral Cortex Humans Sensitivity and Specificity Support Vector Machine Electroencephalography Principal Component Analysis Epilepsy Bayes Theorem Signal Processing, Computer-Assisted
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A Novel Distributed Multitask Fuzzy Clustering Algorithm for Automatic MR Brain Image Segmentation.

Journal of medical systems Mar 25, 2019
Artificial intelligence algorithms have been used in a wide range of applications in clinical aided diagnosis, such as automatic MR image segmentation and seizure EEG signal analyses. In recent years, many machine learning-based automatic MR brain im...
Humans Algorithms Brain Reproducibility of Results Image Processing, Computer-Assisted Magnetic Resonance Imaging Fuzzy Logic
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Coronary Calcium Detection Based on Improved Deep Residual Network in Mimics.

Journal of medical systems Mar 25, 2019
Coronary calcium detection in medicine image processing is a hot research topic. According to the low resolution and complex background in medicine image, an improved coronary calcium detection algorithm based on the Single Shot MultiBox Detector (SS...
Algorithms Tomography, X-Ray Computed Sensitivity and Specificity Image Processing, Computer-Assisted Humans Calcinosis Neural Networks, Computer Coronary Artery Disease Machine Learning
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Glioma Tumor Grade Identification Using Artificial Intelligent Techniques.

Journal of medical systems Mar 21, 2019
Computer aided diagnosis using artificial intelligent techniques made tremendous improvement in medical applications especially for easy detection of tumor area, tumor type and grades. This paper presents automatic glioma tumor grade identification f...
Tumor Burden Image Interpretation, Computer-Assisted Magnetic Resonance Imaging Neoplasm Grading Adult Sensitivity and Specificity Brain Neoplasms Artificial Intelligence Machine Learning Male Female Middle Aged Humans Glioma Neural Networks, Computer
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A Novel Technique for Multi Biometric Cryptosystem Using Fuzzy Vault.

Journal of medical systems Mar 21, 2019
Biometric authentication is the process of recognizing a person by means of his\her psychological or behavioral traits. One of the most important issues faced by the biometric system developer is to protect the template obtained from the biometric of...
Humans Biometric Identification Computer Security Dermatoglyphics Image Processing, Computer-Assisted Fuzzy Logic Hand
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LSTM Model for Prediction of Heart Failure in Big Data.

Journal of medical systems Mar 19, 2019
The combination of big data and deep learning is a world-shattering technology that can make a great impact on any industry if used in a proper way. With the availability of large volume of health care datasets and progressions in deep learning techn...
Heart Failure Humans Neural Networks, Computer Electronic Health Records Deep Learning Big Data
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Adaptive Fruitfly Based Modified Region Growing Algorithm for Cardiac Fat Segmentation Using Optimal Neural Network.

Journal of medical systems Mar 15, 2019
Epicardial adipose tissue is a visceral fat that has remained an entity of concern for decades owing to its high correlation with coronary heart disease. It continues to stump medical practitioners on the pretext of its relevance with pericardial fat...
Pericardium Image Processing, Computer-Assisted Humans Adipose Tissue Neural Networks, Computer Algorithms Tomography, X-Ray Computed Sensitivity and Specificity
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KGDDS: A System for Drug-Drug Similarity Measure in Therapeutic Substitution based on Knowledge Graph Curation.

Journal of medical systems Mar 5, 2019
Measuring drug-drug similarity is important but challenging. Significant progresses have been made in drugs whose labeled training data is sufficient and available. However, handling data skewness and incompleteness with domain-specific knowledge gra...
Humans Neural Networks, Computer Knowledge Bases Drug Substitution Audiovisual Aids Algorithms Anti-Bacterial Agents User-Computer Interface
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An Enhancement of Deep Learning Algorithm for Brain Tumor Segmentation Using Kernel Based CNN with M-SVM.

Journal of medical systems Feb 27, 2019
The brain tumor can be created by uncontrollable increase of abnormal cells in tissue of brain and it has two kinds of tumors: one is benign and another one is malignant tumor. The benign brain tumor does not affect the adjacent normal and healthy ti...
Image Processing, Computer-Assisted Brain Neoplasms Early Detection of Cancer Humans Deep Learning Support Vector Machine Time Factors Algorithms Magnetic Resonance Imaging
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