AIMC Topic: Support Vector Machine

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Machine Learning Identify Ferroptosis-Related Genes as Potential Diagnostic Biomarkers for Gastric Intestinal Metaplasia.

Technology in cancer research & treatment Jan 1, 2024
BACKGROUND: Gastric intestinal metaplasia(GIM) is an independent risk factor for GC, however, its pathogenesis is still unclear. Ferroptosis is a new type of programmed cell death, which may be involved in the process of GIM. The purpose of this stud...
Biomarkers, Tumor ROC Curve Protein Interaction Maps Gene Expression Profiling Computational Biology Transcriptome Humans Machine Learning Stomach Neoplasms Gene Expression Regulation, Neoplastic Support Vector Machine Ferroptosis Metaplasia
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Promoter Prediction in Agrobacterium tumefaciens Strain C58 by Using Artificial Intelligence Strategies.

Methods in molecular biology (Clifton, N.J.) Jan 1, 2024
Promoters are the genomic regions upstream of genes that RNA polymerase binds in order to initiate gene transcription. Understanding the regulation of gene expression depends on being able to identify promoters, because they are the most important co...
Support Vector Machine Promoter Regions, Genetic Agrobacterium tumefaciens Artificial Intelligence Algorithms Computational Biology
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Development of an efficient novel method for coronary artery disease prediction using machine learning and deep learning techniques.

Technology and health care : official journal of the European Society for Engineering and Medicine Jan 1, 2024
BACKGROUND: Heart disease is a severe health issue that results in high fatality rates worldwide. Identifying cardiovascular diseases such as coronary artery disease (CAD) and heart attacks through repetitive clinical data analysis is a significant t...
Algorithms Coronary Artery Disease Female Deep Learning Humans Male Support Vector Machine Neural Networks, Computer Middle Aged Bayes Theorem Machine Learning
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A new method for identification of traditional Chinese medicine constitution based on tongue features with machine learning.

Technology and health care : official journal of the European Society for Engineering and Medicine Jan 1, 2024
BACKGROUND: The theory of Chinese medicine (TCM) constitution contributes to the optimisation of individualised healthcare programmes. However, at present, TCM constitution identification mainly relies on inefficient questionnaires with subjective bi...
Female Adult Male Tongue Support Vector Machine Medicine, Chinese Traditional Humans Machine Learning
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Personalized prediction of diabetic foot ulcer recurrence in elderly individuals using machine learning paradigms.

Technology and health care : official journal of the European Society for Engineering and Medicine Jan 1, 2024
BACKGROUND: This study utilizes machine learning to analyze the recurrence risk of diabetic foot ulcers (DFUs) in elderly diabetic patients, aiming to enhance prevention and intervention efforts.
Humans Support Vector Machine Diabetic Foot Recurrence Aged Machine Learning Male Aged, 80 and over Female Blood Glucose Risk Factors
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Deep-Learning Model Prediction of Radiation Pneumonitis Using Pretreatment Chest Computed Tomography and Clinical Factors.

Technology in cancer research & treatment Jan 1, 2024
This study aimed to build a comprehensive deep-learning model for the prediction of radiation pneumonitis using chest computed tomography (CT), clinical, dosimetric, and laboratory data. Radiation therapy is an effective tool for treating patients ...
Middle Aged Prognosis Aged, 80 and over Tomography, X-Ray Computed Deep Learning Retrospective Studies Female Adult ROC Curve Humans Aged Radiotherapy Dosage Male Neural Networks, Computer Radiation Pneumonitis Lung Neoplasms Support Vector Machine
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A Novel Detection of Cerebrovascular Disease using Multimodal Medical Image Fusion.

Recent advances in inflammation & allergy drug discovery Jan 1, 2024
BACKGROUND: Diseases are medical situations that are allied with specific signs and symptoms. A disease may be instigated by internal dysfunction or external factors like pathogens. Cerebrovascular disease can progress from diverse causes, comprising...
Support Vector Machine Magnetic Resonance Imaging Multimodal Imaging Principal Component Analysis Humans Machine Learning Tomography, X-Ray Computed Cerebrovascular Disorders Fourier Analysis
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Predicting patient-specific organ doses from thoracic CT examinations using support vector regression algorithm.

Journal of X-ray science and technology Jan 1, 2024
PURPOSE: This study aims to propose and develop a fast, accurate, and robust prediction method of patient-specific organ doses from CT examinations using minimized computational resources.
Algorithms Tomography, X-Ray Computed Female Aged Humans Radiography, Thoracic Monte Carlo Method Lung Adult Support Vector Machine Male Radiation Dosage Middle Aged
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Detection of anemic condition in patients from clinical markers and explainable artificial intelligence.

Technology and health care : official journal of the European Society for Engineering and Medicine Jan 1, 2024
BACKGROUND: Anaemia is a commonly known blood illness worldwide. Red blood cell (RBC) count or oxygen carrying capability being insufficient are two ways to describe anaemia. This disorder has an impact on the quality of life. If anaemia is detected ...
Middle Aged Support Vector Machine Bayes Theorem Anemia Female Adult Male Humans Algorithms Biomarkers Artificial Intelligence Machine Learning
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Multimodal feature fusion in deep learning for comprehensive dental condition classification.

Journal of X-ray science and technology Jan 1, 2024
BACKGROUND: Dental health issues are on the rise, necessitating prompt and precise diagnosis. Automated dental condition classification can support this need.
Algorithms Deep Learning Support Vector Machine Bayes Theorem Humans Neural Networks, Computer Machine Learning
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