AIMC Journal:
Computational and mathematical methods in medicine

Showing 251 to 260 of 406 articles

A Novel Method for Differential Prognosis of Brain Degenerative Diseases Using Radiomics-Based Textural Analysis and Ensemble Learning Classifiers.

Computational and mathematical methods in medicine Aug 5, 2021
We propose a novel approach to develop a computer-aided decision support system for radiologists to help them classify brain degeneration process as physiological or pathological, aiding in early prognosis of brain degenerative diseases. Our approach...
Neurodegenerative Diseases Databases, Factual Prognosis Image Interpretation, Computer-Assisted Computational Biology Humans Brain Diseases Magnetic Resonance Imaging Neuroimaging Machine Learning Algorithms Decision Support Techniques
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Assessing the Adequacy of Hemodialysis Patients via the Graph-Based Takagi-Sugeno-Kang Fuzzy System.

Computational and mathematical methods in medicine Jul 27, 2021
Maintenance hemodialysis is the main method for the treatment of end-stage renal disease in China. The / value is the gold standard of hemodialysis adequacy. However, / requires repeated blood drawing and evaluation; it is hard to monitor dialysis ad...
Computational Biology Models, Biological Fuzzy Logic Middle Aged Female Hemodynamics Kidney Failure, Chronic Quality of Health Care Aged China Feasibility Studies Humans Male Renal Dialysis Machine Learning
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A Self-Representation-Based Fuzzy SVM Model for Predicting Vascular Calcification of Hemodialysis Patients.

Computational and mathematical methods in medicine Jul 27, 2021
In end-stage renal disease (ESRD), vascular calcification risk factors are essential for the survival of hemodialysis patients. To effectively assess the level of vascular calcification, the machine learning algorithm can be used to predict the vascu...
Heart Disease Risk Factors Aorta, Abdominal Vascular Calcification Logistic Models Support Vector Machine Fuzzy Logic Kidney Failure, Chronic Male Middle Aged Renal Dialysis Computational Biology Machine Learning Algorithms Female Humans Aged Neural Networks, Computer Adult
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CT Image Analysis and Clinical Diagnosis of New Coronary Pneumonia Based on Improved Convolutional Neural Network.

Computational and mathematical methods in medicine Jul 20, 2021
In this paper, based on the improved convolutional neural network, in-depth analysis of the CT image of the new coronary pneumonia, using the U-Net series of deep neural networks to semantically segment the CT image of the new coronary pneumonia, to ...
Humans COVID-19 Algorithms Databases, Factual Neural Networks, Computer Pandemics Imaging, Three-Dimensional Tomography, X-Ray Computed Computational Biology SARS-CoV-2 Radiographic Image Interpretation, Computer-Assisted Diagnosis, Computer-Assisted Deep Learning
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Analysis of DNA Sequence Classification Using CNN and Hybrid Models.

Computational and mathematical methods in medicine Jul 15, 2021
In a general computational context for biomedical data analysis, DNA sequence classification is a crucial challenge. Several machine learning techniques have used to complete this task in recent years successfully. Identification and classification o...
High-Throughput Nucleotide Sequencing Base Sequence Databases, Nucleic Acid Deep Learning Computational Biology DNA, Viral Neural Networks, Computer Sequence Analysis, DNA Humans Pandemics COVID-19 SARS-CoV-2
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Clinical Feature-Based Machine Learning Model for 1-Year Mortality Risk Prediction of ST-Segment Elevation Myocardial Infarction in Patients with Hyperuricemia: A Retrospective Study.

Computational and mathematical methods in medicine Jul 5, 2021
Accurate risk assessment of high-risk patients is essential in clinical practice. However, there is no practical method to predict or monitor the prognosis of patients with ST-segment elevation myocardial infarction (STEMI) complicated by hyperuricem...
Computational Biology Logistic Models Area Under Curve ST Elevation Myocardial Infarction Aged Male Middle Aged China Percutaneous Coronary Intervention Humans Hyperuricemia Heart Disease Risk Factors Prognosis Retrospective Studies Female Machine Learning Algorithms
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Multiclassification of Endoscopic Colonoscopy Images Based on Deep Transfer Learning.

Computational and mathematical methods in medicine Jul 3, 2021
With the continuous improvement of human living standards, dietary habits are constantly changing, which brings various bowel problems. Among them, the morbidity and mortality rates of colorectal cancer have maintained a significant upward trend. In ...
Neural Networks, Computer Artificial Intelligence Colorectal Neoplasms Colonoscopy Colonic Polyps Humans Image Interpretation, Computer-Assisted Deep Learning Computational Biology
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Construction and Validation of a Lung Cancer Diagnostic Model Based on 6-Gene Methylation Frequency in Blood, Clinical Features, and Serum Tumor Markers.

Computational and mathematical methods in medicine Jun 26, 2021
Lung cancer has a high mortality rate. Promoting early diagnosis and screening of lung cancer is the most effective way to enhance the survival rate of lung cancer patients. Through computer technology, a comprehensive evaluation of genetic testing r...
Retrospective Studies Female Aged Aged, 80 and over Adult Humans Support Vector Machine DNA Methylation Early Detection of Cancer Diagnosis, Computer-Assisted ROC Curve Lung Neoplasms Computational Biology Biomarkers, Tumor Male Middle Aged Case-Control Studies
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A Real-Time Clinical Decision Support System, for Mild Cognitive Impairment Detection, Based on a Hybrid Neural Architecture.

Computational and mathematical methods in medicine Jun 21, 2021
Clinical procedure for mild cognitive impairment (MCI) is mainly based on clinical records and short cognitive tests. However, low suspicion and difficulties in understanding test cut-offs make diagnostic accuracy being low, particularly in primary c...
Computational Biology Area Under Curve Neuropsychological Tests Case-Control Studies Diagnosis, Computer-Assisted Cognitive Dysfunction Humans Decision Support Systems, Clinical Aged Aged, 80 and over Sensitivity and Specificity Neural Networks, Computer Databases, Factual
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A Calibrated Multiexit Neural Network for Detecting Urothelial Cancer Cells.

Computational and mathematical methods in medicine Jun 13, 2021
Deep convolutional networks have become a powerful tool for medical imaging diagnostic. In pathology, most efforts have been focused in the subfield of histology, while cytopathology (which studies diagnostic tools at the cellular level) remains unde...
Humans Neural Networks, Computer Urinary Bladder Neoplasms Image Interpretation, Computer-Assisted Calibration Urine Urothelium Algorithms Databases, Factual Deep Learning Computational Biology
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