AIMC Journal:
Computational and mathematical methods in medicine

Showing 381 to 390 of 406 articles

A Mass Spectrometric Analysis Method Based on PPCA and SVM for Early Detection of Ovarian Cancer.

Computational and mathematical methods in medicine Aug 23, 2016
Background. Surfaced-enhanced laser desorption-ionization-time of flight mass spectrometry (SELDI-TOF-MS) technology plays an important role in the early diagnosis of ovarian cancer. However, the raw MS data is highly dimensional and redundant. There...
Principal Component Analysis Image Processing, Computer-Assisted Support Vector Machine Mass Spectrometry Early Detection of Cancer Ovarian Neoplasms Humans Female Reproducibility of Results Sensitivity and Specificity ROC Curve
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Development of Health Parameter Model for Risk Prediction of CVD Using SVM.

Computational and mathematical methods in medicine Aug 9, 2016
Current methods of cardiovascular risk assessment are performed using health factors which are often based on the Framingham study. However, these methods have significant limitations due to their poor sensitivity and specificity. We have compared th...
Support Vector Machine Australia Humans Regression Analysis Machine Learning Female Algorithms Outcome Assessment, Health Care Aged Databases, Factual Linear Models Sensitivity and Specificity Male Middle Aged Cardiovascular Diseases Risk Assessment Pattern Recognition, Automated Cohort Studies Eye ROC Curve Genetic Predisposition to Disease
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Round Randomized Learning Vector Quantization for Brain Tumor Imaging.

Computational and mathematical methods in medicine Jul 18, 2016
Brain magnetic resonance imaging (MRI) classification into normal and abnormal is a critical and challenging task. Owing to that, several medical imaging classification techniques have been devised in which Learning Vector Quantization (LVQ) is among...
Image Processing, Computer-Assisted Magnetic Resonance Imaging Models, Statistical Nonlinear Dynamics Problem Solving Algorithms Humans Computer Simulation Neural Networks, Computer Reproducibility of Results Machine Learning Brain Neoplasms Diagnosis, Computer-Assisted
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Machine Learning Approach to Automated Quality Identification of Human Induced Pluripotent Stem Cell Colony Images.

Computational and mathematical methods in medicine Jul 14, 2016
The focus of this research is on automated identification of the quality of human induced pluripotent stem cell (iPSC) colony images. iPS cell technology is a contemporary method by which the patient's cells are reprogrammed back to stem cells and ar...
Fibroblasts Models, Statistical Bayes Theorem Least-Squares Analysis Quality Control Regenerative Medicine Pattern Recognition, Automated False Positive Reactions Cell Culture Techniques Induced Pluripotent Stem Cells Humans Machine Learning Algorithms Reproducibility of Results Support Vector Machine
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Classification of Motor Imagery EEG Signals with Support Vector Machines and Particle Swarm Optimization.

Computational and mathematical methods in medicine May 30, 2016
Support vector machines are powerful tools used to solve the small sample and nonlinear classification problems, but their ultimate classification performance depends heavily upon the selection of appropriate kernel and penalty parameters. In this st...
Signal Processing, Computer-Assisted Hand Healthy Volunteers Foot Motor Skills Signal Transduction Movement Humans Support Vector Machine Imagination Algorithms Computer Simulation Reproducibility of Results Adult Models, Statistical Principal Component Analysis Electroencephalography
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The Virtual Screening of the Drug Protein with a Few Crystal Structures Based on the Adaboost-SVM.

Computational and mathematical methods in medicine Apr 3, 2016
Using the theory of machine learning to assist the virtual screening (VS) has been an effective plan. However, the quality of the training set may reduce because of mixing with the wrong docking poses and it will affect the screening efficiencies. To...
Ligands Crystallization Protein Conformation Chemistry, Pharmaceutical Hydrogen Support Vector Machine Cathepsin K Software Models, Statistical Drug Design Binding Sites Algorithms Proteins Combinatorial Chemistry Techniques ROC Curve Reproducibility of Results Databases, Protein Imaging, Three-Dimensional Area Under Curve Humans Protein Binding Computational Biology
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Symmetry Analysis of Gait between Left and Right Limb Using Cross-Fuzzy Entropy.

Computational and mathematical methods in medicine Feb 24, 2016
The purpose of this paper is the investigation of gait symmetry problem by using cross-fuzzy entropy (C-FuzzyEn), which is a recently proposed cross entropy that has many merits as compared to the frequently used cross sample entropy (C-SampleEn). Fi...
Young Adult Adult Sensitivity and Specificity Male Middle Aged Algorithms Computer Simulation Female Reproducibility of Results Aged Models, Statistical Gait Extremities Case-Control Studies ROC Curve Support Vector Machine Fuzzy Logic Parkinson Disease Humans Software
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Predicting Renal Failure Progression in Chronic Kidney Disease Using Integrated Intelligent Fuzzy Expert System.

Computational and mathematical methods in medicine Feb 2, 2016
BACKGROUND: Chronic kidney disease (CKD) is a covert disease. Accurate prediction of CKD progression over time is necessary for reducing its costs and mortality rates. The present study proposes an adaptive neurofuzzy inference system (ANFIS) for pre...
Humans Artificial Intelligence Software Fuzzy Logic Blood Pressure Calcium Phosphorus Expert Systems Renal Insufficiency Creatine Middle Aged Disease Progression Time Factors Renal Insufficiency, Chronic Glomerular Filtration Rate Female Reproducibility of Results Aged Adult Male
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Drug-Drug Interaction Extraction via Convolutional Neural Networks.

Computational and mathematical methods in medicine Jan 31, 2016
Drug-drug interaction (DDI) extraction as a typical relation extraction task in natural language processing (NLP) has always attracted great attention. Most state-of-the-art DDI extraction systems are based on support vector machines (SVM) with a lar...
Drug Interactions Data Mining Semantics Pattern Recognition, Automated Humans Algorithms Neural Networks, Computer Support Vector Machine Machine Learning Models, Statistical Regression Analysis Natural Language Processing
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Comparison of Support-Vector Machine and Sparse Representation Using a Modified Rule-Based Method for Automated Myocardial Ischemia Detection.

Computational and mathematical methods in medicine Jan 26, 2016
An automatic method is presented for detecting myocardial ischemia, which can be considered as the early symptom of acute coronary events. Myocardial ischemia commonly manifests as ST- and T-wave changes on ECG signals. The methods in this study are ...
Humans Support Vector Machine Europe Automation Pattern Recognition, Automated Myocardial Ischemia Wavelet Analysis Algorithms Reproducibility of Results Sensitivity and Specificity Image Processing, Computer-Assisted Electrocardiography
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