AIMC Topic: Support Vector Machine

Clear Filters Showing 711 to 720 of 4975 articles

Predicting Long-Term Outcome of Prolonged Disorder of Consciousness in Children Through Machine Learning Based on Conventional Structural Magnetic Resonance Imaging.

Neurorehabilitation and neural repair Sep 28, 2024
BACKGROUND: The prognosis of prolonged disorders of consciousness (pDoC) in children has consistently posed a formidable challenge in clinical decision-making.
Child Support Vector Machine Magnetic Resonance Imaging Humans Brain Injuries Male Consciousness Disorders Adolescent Child, Preschool Machine Learning Prognosis Female
View on PubMed DOI

Classification of mindfulness experiences from gamma-band effective connectivity: Application of machine-learning algorithms on resting, breathing, and body scan.

Computer methods and programs in biomedicine Sep 28, 2024
BACKGROUND AND OBJECTIVE: Practicing mindfulness is a mental process toward interoceptive awareness, achieving stress reduction and emotion regulation through brain-function alteration. Literature has shown that electroencephalography (EEG)-derived c...
Young Adult Adult Male Stress, Psychological Algorithms Brain Humans Female Support Vector Machine Rest Machine Learning Bayes Theorem Respiration Mindfulness Electroencephalography
View on PubMed DOI

The application of machine learning for identifying frailty in older patients during hospital admission.

BMC medical informatics and decision making Sep 27, 2024
BACKGROUND: Early identification of frail patients and early interventional treatment can minimize the frailty-related medical burden. This study investigated the use of machine learning (ML) to detect frailty in hospitalized older adults with acute ...
Humans Machine Learning Frail Elderly Geriatric Assessment Aged, 80 and over Male Support Vector Machine Frailty Female Hospitalization Aged
View on PubMed DOI

Development and validation of machine learning models for diagnosis and prognosis of lung adenocarcinoma, and immune infiltration analysis.

Scientific reports Sep 27, 2024
The aim of our study was to develop robust diagnostic and prognostic models for lung adenocarcinoma (LUAD) using machine learning (ML) techniques, focusing on early immune infiltration. Feature selection was performed on The Cancer Genome Atlas (TCGA...
Adenocarcinoma of Lung Gene Expression Regulation, Neoplastic Support Vector Machine Humans Lymphocytes, Tumor-Infiltrating Prognosis Gene Expression Profiling Biomarkers, Tumor ROC Curve Machine Learning Lung Neoplasms Algorithms
View on PubMed DOI

Interpretable machine learning for allergic rhinitis prediction among preschool children in Urumqi, China.

Scientific reports Sep 27, 2024
This study aimed to investigate the advantages and applications of machine learning models in predicting the risk of allergic rhinitis (AR) in children aged 2-8, compared to traditional logistic regression. The study analyzed questionnaire data from ...
Logistic Models Support Vector Machine Rhinitis, Allergic Child, Preschool Child ROC Curve Humans Machine Learning Male China Algorithms Female
View on PubMed DOI

Interpretable machine learning models for the prediction of all-cause mortality and time to death in hemodialysis patients.

Therapeutic apheresis and dialysis : official peer-reviewed journal of the International Society for Apheresis, the Japanese Society for Apheresis, the Japanese Society for Dialysis Therapy Sep 26, 2024
INTRODUCTION: The elevated mortality and hospitalization rates among hemodialysis (HD) patients underscore the necessity for the development of accurate predictive tools. This study developed two models for predicting all-cause mortality and time to ...
Logistic Models Support Vector Machine Kidney Failure, Chronic Cause of Death Renal Dialysis Cohort Studies Time Factors Humans Machine Learning Retrospective Studies Male Middle Aged Female Aged
View on PubMed DOI

Beach nourishment for coastal aquifersimpacted by climate change and population growth using machine learning approaches.

Journal of environmental management Sep 26, 2024
Groundwater in coastal regions is threatened by saltwater intrusion (SWI). Beach nourishment is used in this study to manage SWI in the Biscayne aquifer, Florida, USA, using a 3D SEAWAT model nourishment considering the future sea level rise and fres...
Neural Networks, Computer Climate Change Population Growth Florida Machine Learning Groundwater Support Vector Machine
View on PubMed DOI

Drug-induced torsadogenicity prediction model: An explainable machine learning-driven quantitative structure-toxicity relationship approach.

Computers in biology and medicine Sep 26, 2024
Drug-induced Torsade de Pointes (TdP), a life-threatening polymorphic ventricular tachyarrhythmia, emerges due to the cardiotoxic effects of pharmaceuticals. The need for precise mechanisms and clinical biomarkers to detect this adverse effect presen...
Humans Models, Biological Drug-Related Side Effects and Adverse Reactions Quantitative Structure-Activity Relationship Torsades de Pointes Machine Learning Algorithms Support Vector Machine
View on PubMed DOI

Inversion model of soil salinity in alfalfa covered farmland based on sensitive variable selection and machine learning algorithms.

PeerJ Sep 26, 2024
PURPOSE: Timely and accurate monitoring of soil salinity content (SSC) is essential for precise irrigation management of large-scale farmland. Uncrewed aerial vehicle (UAV) low-altitude remote sensing with high spatial and temporal resolution provide...
Environmental Monitoring Support Vector Machine Soil Neural Networks, Computer Remote Sensing Technology Farms Medicago sativa Machine Learning Salinity China Algorithms
View on PubMed DOI

Abnormal phenotypic defects detection of jujube using explainable machine learning enhanced computer vision.

Journal of food science Sep 25, 2024
Jujube is susceptible to biotic and abiotic adversity stresses resulting in abnormal phenotypic defects. Therefore, abnormal phenotype fruits should be removed during postharvest sorting to increase added value. An improved maximum horizontal diamete...
Logistic Models Support Vector Machine Fruit Ziziphus Neural Networks, Computer Machine Learning Phenotype
View on PubMed DOI
Popular Topics
Recent Journals