AIMC Topic: Support Vector Machine

Clear Filters Showing 171 to 180 of 4812 articles

X-ray based radiomics machine learning models for predicting collapse of early-stage osteonecrosis of femoral head.

Scientific reports Apr 20, 2025
This study aimed to develop an X-ray radiomics model for predicting collapse of early-stage osteonecrosis of the femoral head (ONFH). A total of 87 patients (111 hips; training set: n = 67, test set: n = 44) with non-traumatic ONFH at Association Res...
Femur Head Necrosis Radiomics Male Middle Aged ROC Curve Radiography Support Vector Machine Femur Head Female Humans Young Adult Machine Learning Adult Retrospective Studies
View on PubMed DOI

Interpretable machine learning model for prediction functional cure in chronic hepatitis B patients receiving Peg-IFN therapy: A multi-center study.

International journal of medical informatics Apr 19, 2025
BACKGROUND: Functional cure is the ideal treatment goal for chronic hepatitis B (CHB) treatment. We developed and validated machine learning (ML) models to predict functional cure in CHB patients.
Retrospective Studies Female Adult Male Humans Machine Learning Support Vector Machine Hepatitis B, Chronic Interferon-alpha Polyethylene Glycols Middle Aged Antiviral Agents Treatment Outcome
View on PubMed DOI

Explainable machine learning for predicting lung metastasis of colorectal cancer.

Scientific reports Apr 19, 2025
Patients with lung metastasis of colorectal cancer typically have a poor prognosis. Therefore, establishing an effective screening and diagnosis model is paramount. Our study seeks to construct and verify a predictive model utilizing machine learning...
Algorithms Prognosis Female Aged Humans Lung Neoplasms Machine Learning Colorectal Neoplasms Bayes Theorem Support Vector Machine Male SEER Program Middle Aged
View on PubMed DOI

Integrating mass defect filtering and targeted molecular networking for foodomics research: A case study of Magnolia officinalis cortex.

Food research international (Ottawa, Ont.) Apr 18, 2025
Mass spectrometry (MS)-based foodomics is widely used to tackle complex challenges in food science, although its effectiveness is often hampered by extensive data redundancy. To address this limitation, a novel MS-based foodomics strategy, integratin...
Food Analysis Alkaloids Glycosides Lignans Magnolia Support Vector Machine Mass Spectrometry
View on PubMed DOI

Functional connectivity anomalies in medication-naive children with ADHD: Diagnostic potential, symptoms interpretation, and a mediation model.

Clinical neurophysiology : official journal of the International Federation of Clinical Neurophysiology Apr 18, 2025
OBJECTIVE: To identify reliable electroencephalography (EEG) biomarkers for attention deficit/hyperactivity disorder (ADHD) by investigating anomalous functional connectivity patterns and their clinical relevance.
Electroencephalography Nerve Net Attention Deficit Disorder with Hyperactivity Male Child Support Vector Machine Humans Female
View on PubMed DOI

Comparative analysis of heart disease prediction using logistic regression, SVM, KNN, and random forest with cross-validation for improved accuracy.

Scientific reports Apr 18, 2025
This primary research paper emphasizes cross-validation, where data samples are reshuffled in each iteration to form randomized subsets divided into n folds. This method improves model performance and achieves higher accuracy than the baseline model....
Random Forest Heart Diseases Reproducibility of Results Logistic Models Support Vector Machine Humans Machine Learning Algorithms
View on PubMed DOI

Fully Automated Online Adaptive Radiation Therapy Decision-Making for Cervical Cancer Using Artificial Intelligence.

International journal of radiation oncology, biology, physics Apr 17, 2025
BACKGROUND: Interfraction variations during radiation therapy pose a challenge for patients with cervical cancer, highlighting the benefits of online adaptive radiation therapy (oART). However, adaptation decisions rely on subjective image reviews by...
Radiotherapy, Image-Guided Aged Artificial Intelligence Uterine Cervical Neoplasms Tomography, X-Ray Computed Deep Learning Humans Feasibility Studies Female Support Vector Machine Radiotherapy Planning, Computer-Assisted Middle Aged Machine Learning
View on PubMed DOI

Exploring the nexus between coastal tourism growth and eutrophication: Challenges for environmental management.

Marine pollution bulletin Apr 16, 2025
Coastal tourism has witnessed rapid growth over the past two decades, often accompanied by increasing environmental concerns, particularly eutrophication in sensitive marine zones. This study explores the relationship between coastal tourism expansio...
Eutrophication Nitrogen Phosphorus Water Quality Conservation of Natural Resources Environmental Monitoring Support Vector Machine Water Pollutants, Chemical Tourism Mediterranean Sea
View on PubMed DOI

Machine learning approaches for assessing medication transfer to human breast milk.

Journal of pharmacokinetics and pharmacodynamics Apr 16, 2025
The human milk/plasma (M/P) drug concentration ratio is crucial in pharmacology, especially for breastfeeding mothers undergoing treatment. It determines the extent to which drugs ingested by the mother pass into breast milk, potentially affecting th...
Humans Algorithms Female Neural Networks, Computer Machine Learning Bayes Theorem Pharmaceutical Preparations Milk, Human Breast Feeding Support Vector Machine Principal Component Analysis
View on PubMed DOI

Machine Learning Interpretation of Optical Spectroscopy Using Peak-Sensitive Logistic Regression.

ACS nano Apr 15, 2025
Optical spectroscopy, a noninvasive molecular sensing technique, offers valuable insights into material characterization, molecule identification, and biosample analysis. Despite the informativeness of high-dimensional optical spectra, their interpre...
Spectrum Analysis Discriminant Analysis Amyloid beta-Peptides Alzheimer Disease Machine Learning COVID-19 Algorithms Support Vector Machine SARS-CoV-2 Principal Component Analysis Logistic Models Humans
View on PubMed DOI
Popular Topics
Recent Journals