AIMC Topic: Support Vector Machine

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Harnessing Deep Learning for Accurate Pathological Assessment of Brain Tumor Cell Types.

Journal of imaging informatics in medicine Aug 16, 2024
Primary diffuse central nervous system large B-cell lymphoma (CNS-pDLBCL) and high-grade glioma (HGG) often present similarly, clinically and on imaging, making differentiation challenging. This similarity can complicate pathologists' diagnostic effo...
Neural Networks, Computer Brain Neoplasms Lymphoma, Large B-Cell, Diffuse Deep Learning Glioma Support Vector Machine Humans Image Interpretation, Computer-Assisted
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Altered dynamic large-scale brain networks and combined machine learning in primary angle-closure glaucoma.

Neuroscience Aug 16, 2024
Primary angle-closure glaucoma (PACG) is a severe and irreversible blinding eye disease characterized by progressive retinal ganglion cell death. However, prior research has predominantly focused on static brain activity changes, neglecting the explo...
Nerve Net Glaucoma, Angle-Closure Middle Aged Support Vector Machine Humans Magnetic Resonance Imaging Aged Adult Male Machine Learning Brain Female
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TCR-H: explainable machine learning prediction of T-cell receptor epitope binding on unseen datasets.

Frontiers in immunology Aug 16, 2024
Artificial-intelligence and machine-learning (AI/ML) approaches to predicting T-cell receptor (TCR)-epitope specificity achieve high performance metrics on test datasets which include sequences that are also part of the training set but fail to gener...
Computational Biology Epitopes, T-Lymphocyte Humans Receptors, Antigen, T-Cell Support Vector Machine Protein Binding Machine Learning
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An accurate paradigm for denoising degraded ultrasound images based on artificial intelligence systems.

Microscopy research and technique Aug 15, 2024
Ultrasound images are susceptible to various forms of quality degradation that negatively impact diagnosis. Common degradations include speckle noise, Gaussian noise, salt and pepper noise, and blurring. This research proposes an accurate ultrasound ...
Image Processing, Computer-Assisted Artificial Intelligence Support Vector Machine Humans Algorithms Signal-To-Noise Ratio Neural Networks, Computer Ultrasonography
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COPDVD: Automated classification of chronic obstructive pulmonary disease on a new collected and evaluated voice dataset.

Artificial intelligence in medicine Aug 15, 2024
BACKGROUND: Chronic obstructive pulmonary disease (COPD) is a severe condition affecting millions worldwide, leading to numerous annual deaths. The absence of significant symptoms in its early stages promotes high underdiagnosis rates for the affecte...
Support Vector Machine Humans Pulmonary Disease, Chronic Obstructive Voice Machine Learning Male Female Middle Aged Aged
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The influence of mental calculations on brain regions and heart rates.

Scientific reports Aug 14, 2024
Performing mathematical calculations is a cognitive activity that can affect biological signals. This study aims to examine the changes in electroencephalogram (EEG) and electrocardiogram (ECG) signals of 36 healthy subjects during the performance of...
Support Vector Machine Male Electroencephalography Humans Cognition Heart Rate Young Adult Brain Electrocardiography Adult Female
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Identifying COVID-19 survivors living with post-traumatic stress disorder through machine learning on Twitter.

Scientific reports Aug 14, 2024
The COVID-19 pandemic has disrupted people's lives and caused significant economic damage around the world, but its impact on people's mental health has not been paid due attention by the research community. According to anecdotal data, the pandemic ...
Support Vector Machine Social Media Bayes Theorem SARS-CoV-2 Mental Health Stress Disorders, Post-Traumatic Survivors Humans Machine Learning COVID-19
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Ensemble of Deep Learning Architectures with Machine Learning for Pneumonia Classification Using Chest X-rays.

Journal of imaging informatics in medicine Aug 13, 2024
Pneumonia is a severe health concern, particularly for vulnerable groups, needing early and correct classification for optimal treatment. This study addresses the use of deep learning combined with machine learning classifiers (DLxMLCs) for pneumonia...
Humans Neural Networks, Computer Machine Learning Pneumonia Deep Learning Radiographic Image Interpretation, Computer-Assisted Support Vector Machine Radiography, Thoracic
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Identification and Validation of Aging Related Genes Signature in Chronic Obstructive Pulmonary Disease.

COPD Aug 13, 2024
PURPOSE: Chronic Obstructive Pulmonary Disease (COPD) is regarded as an accelerated aging disease. Aging-related genes in COPD are still poorly understood.
Biomarkers Pulmonary Disease, Chronic Obstructive Aging Humans Algorithms Class Ia Phosphatidylinositol 3-Kinase Gene Regulatory Networks Support Vector Machine Databases, Genetic Gene Expression Profiling Real-Time Polymerase Chain Reaction ROC Curve
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Prediction of Mycobacterium tuberculosis cell wall permeability using machine learning methods.

Molecular diversity Aug 12, 2024
Tuberculosis (TB) caused by the bacteria Mycobacterium tuberculosis (M. tb), continues to pose a significant worldwide health threat. The advent of drug-resistant strains of the disease highlights the critical need for novel treatments. The unique ce...
Machine Learning Algorithms ROC Curve Permeability Mycobacterium tuberculosis Support Vector Machine Cell Wall Antitubercular Agents Tuberculosis
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