AIMC Topic: Support Vector Machine

Clear Filters Showing 91 to 100 of 4812 articles

Radiomics and machine learning for osteoporosis detection using abdominal computed tomography: a retrospective multicenter study.

BMC medical imaging Jul 1, 2025
OBJECTIVE: This study aimed to develop and validate a predictive model to detect osteoporosis using radiomic features and machine learning (ML) approaches from lumbar spine computed tomography (CT) images during an abdominal CT examination.
Lumbar Vertebrae Aged, 80 and over Radiography, Abdominal Middle Aged Radiomics Osteoporosis Male Tomography, X-Ray Computed Humans ROC Curve Female Machine Learning Support Vector Machine Aged Retrospective Studies Radiographic Image Interpretation, Computer-Assisted
View on PubMed DOI

A machine learning-based framework for predicting metabolic syndrome using serum liver function tests and high-sensitivity C-reactive protein.

Scientific reports Jul 1, 2025
Metabolic Syndrome (MetS) comprises a clustering of conditions that significantly increase the risk of heart disease, stroke, and diabetes. Timely detection and intervention are crucial in preventing severe health outcomes. In this study, we implemen...
Bilirubin Liver Function Tests C-Reactive Protein Neural Networks, Computer Alanine Transaminase Machine Learning Aspartate Aminotransferases Male Algorithms Middle Aged Biomarkers Female Humans Support Vector Machine Aged Metabolic Syndrome Adult
View on PubMed DOI

AI-driven analysis by identifying risk factors of VL relapse in HIV co-infected patients.

Scientific reports Jul 1, 2025
Visceral Leishmaniasis (VL), also known as Kala-Azar, poses a significant global public health challenge and is a neglected disease, with relapses and treatment failures leading to increased morbidity and mortality. This study introduces an explainab...
Female Risk Factors Adult Male Middle Aged HIV Infections Support Vector Machine Humans Machine Learning Leishmaniasis, Visceral Coinfection Proportional Hazards Models Recurrence
View on PubMed DOI

EEG based real time classification of consecutive two eye blinks for brain computer interface applications.

Scientific reports Jul 1, 2025
Human eye blinks are considered a significant contaminant or artifact in electroencephalogram (EEG), which impacts EEG-based medical or scientific applications. However, eye blink detection can instead be transformed into a potential application of b...
Signal Processing, Computer-Assisted Brain-Computer Interfaces Blinking Brain Female Young Adult Adult Male Humans Support Vector Machine Neural Networks, Computer Electroencephalography Machine Learning
View on PubMed DOI

Evaluation of different spectral indices for wheat lodging assessment using machine learning algorithms.

Scientific reports Jul 1, 2025
Wheat lodging is a recurrent phenomenon that significantly affects grain yield and impedes the harvesting efficiency. Therefore, the precise and rapid assessment of wheat lodging is crucial in minimizing its impact on grain yield and quality. Recentl...
Triticum Machine Learning Algorithms India Support Vector Machine
View on PubMed DOI

Enhanced schizophrenia detection using multichannel EEG and CAOA-RST-based feature selection.

Scientific reports Jul 1, 2025
Schizophrenia is a mental disorder characterized by hallucinations, delusions, disorganized thinking and behavior, and inappropriate affect. Early and accurate diagnosis of schizophrenia remains a challenge due to the disorder's complex nature and th...
Electroencephalography Signal Processing, Computer-Assisted Schizophrenia Humans Algorithms Female Adult Male Support Vector Machine
View on PubMed DOI

Prediction of cardiovascular diseases based on GBDT+LR.

Scientific reports Jul 1, 2025
Currently, there are over 300 million patients with cardiovascular diseases in China. With the acceleration of population aging, the impact of cardiovascular diseases is becoming increasingly severe. Accurately and efficiently predicting the potentia...
Humans Algorithms Cardiovascular Diseases Risk Assessment Decision Trees China Logistic Models Support Vector Machine
View on PubMed DOI

Comparative analysis of machine learning approaches for heatwave event prediction in India.

Scientific reports Jul 1, 2025
Heatwaves, are identified as prolonged durations of unusually high temperatures, which pose significant threats to human health, animal health and agriculture. With the increasing frequency and intensity of heatwaves driven by climate change, accurat...
Humans Neural Networks, Computer Machine Learning Extreme Heat India Support Vector Machine Climate Change
View on PubMed DOI

Ensemble learning for biomedical signal classification: a high-accuracy framework using spectrograms from percussion and palpation.

Scientific reports Jul 1, 2025
Accurate classification of biomedical signals is crucial for advancing non-invasive diagnostic methods, particularly for identifying gastrointestinal and related medical conditions where conventional techniques often fall short. An ensemble learning ...
Humans Algorithms Fourier Analysis Neural Networks, Computer Support Vector Machine Ensemble Learning Machine Learning Signal Processing, Computer-Assisted Palpation Percussion
View on PubMed DOI

Prediction of axillary lymph node metastasis in triple negative breast cancer using MRI radiomics and clinical features.

Scientific reports Jul 1, 2025
To develop and validate a machine learning-based prediction model to predict axillary lymph node (ALN) metastasis in triple negative breast cancer (TNBC) patients using magnetic resonance imaging (MRI) and clinical characteristics. This retrospective...
Female Aged Young Adult Adult Support Vector Machine Humans Lymphatic Metastasis Machine Learning Magnetic Resonance Imaging Radiomics Retrospective Studies Axilla Middle Aged Lymph Nodes Triple Negative Breast Neoplasms
View on PubMed DOI
Popular Topics
Recent Journals