Cargando…

Establishing a prediction model of severe acute mountain sickness using machine learning of support vector machine recursive feature elimination

Severe acute mountain sickness (sAMS) can be life-threatening, but little is known about its genetic basis. The study was aimed to explore the genetic susceptibility of sAMS for the purpose of prediction, using microarray data from 112 peripheral blood mononuclear cell (PBMC) samples of 21 subjects,...

Descripción completa

Detalles Bibliográficos
Autores principales:	Yang, Min, Wu, Yang, Yang, Xing-biao, Liu, Tao, Zhang, Ya, Zhuo, Yue, Luo, Yong, Zhang, Nan
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Nature Publishing Group UK 2023
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10030784/ https://www.ncbi.nlm.nih.gov/pubmed/36944699 http://dx.doi.org/10.1038/s41598-023-31797-0

Ejemplares similares

Discriminative analysis of schizophrenia using support vector machine and recursive feature elimination on structural MRI images
por: Lu, Xiaobing, et al.
Publicado: (2016)

Identification of risk genes associated with myocardial infarction based on the recursive feature elimination algorithm and support vector machine classifier
por: Yang, Xiaoqiang
Publicado: (2018)

Discriminative analysis of schizophrenia using support vector machine and recursive feature elimination on structural MRI images: Erratum
Publicado: (2016)

Identification of miRNA Signature Associated With Erectile Dysfunction in Type 2 Diabetes Mellitus by Support Vector Machine-Recursive Feature Elimination
por: Xu, Haibo, et al.
Publicado: (2021)

Recursive Cluster Elimination Based Support Vector Machine for Disease State Prediction Using Resting State Functional and Effective Brain Connectivity
por: Deshpande, Gopikrishna, et al.
Publicado: (2010)

Recursive Feature Selection with Significant Variables of Support Vectors
por: Tsai, Chen-An, et al.
Publicado: (2012)

A Model Using Support Vector Machines Recursive Feature Elimination (SVM-RFE) Algorithm to Classify Whether COPD Patients Have Been Continuously Managed According to GOLD Guidelines
por: Xia, Jie, et al.
Publicado: (2020)

Predicting Overall Survival Time in Glioblastoma Patients Using Gradient Boosting Machines Algorithm and Recursive Feature Elimination Technique
por: Karami, Golestan, et al.
Publicado: (2021)

dRFEtools: dynamic recursive feature elimination for omics
por: Benjamin, Kynon J M, et al.
Publicado: (2023)

Deep Features for Training Support Vector Machines
por: Nanni, Loris, et al.
Publicado: (2021)

Classification and Identification of Contaminants in Recyclable Containers Based on a Recursive Feature Elimination-Light Gradient Boosting Machine Algorithm Using an Electronic Nose
por: Ba, Fushuai, et al.
Publicado: (2023)

Multiclass Classification for the Differential Diagnosis on the ADHD Subtypes Using Recursive Feature Elimination and Hierarchical Extreme Learning Machine: Structural MRI Study
por: Qureshi, Muhammad Naveed Iqbal, et al.
Publicado: (2016)

Cross-Subject EEG Feature Selection for Emotion Recognition Using Transfer Recursive Feature Elimination
por: Yin, Zhong, et al.
Publicado: (2017)

Support Vector Machines
por: Deng, Naiyang
Publicado: (2012)

Support vector machines
por: Steinwart, Ingo, et al.
Publicado: (2008)

Support vector machine prediction of enzyme function with conjoint triad feature and hierarchical context
por: Wang, Yong-Cui, et al.
Publicado: (2011)

Using machine learning to determine the correlation between physiological and environmental parameters and the induction of acute mountain sickness
por: Wei, Chih-Yuan, et al.
Publicado: (2022)

Metabolic detection of malignant brain gliomas through plasma lipidomic analysis and support vector machine-based machine learning
por: Zhou, Juntuo, et al.
Publicado: (2022)

Loops, ladders and links: the recursivity of social and machine learning
por: Fourcade, Marion, et al.
Publicado: (2020)

Support Vector Machines for predicting protein structural class
por: Cai, Yu-Dong, et al.
Publicado: (2001)

Identifying Depression in Parkinson's Disease by Using Combined Diffusion Tensor Imaging and Support Vector Machine
por: Yang, Yunjun, et al.
Publicado: (2022)

Mountain-Sickness
Publicado: (1903)

Recursive Feature Elimination-based Biomarker Identification for Open Neural Tube Defects
por: Karthik, Kadhir Velu, et al.
Publicado: (2022)

Understanding support vector machines
por: Géron, Aurélien
Publicado: (2017)

Learning with Support Vector Machines
por: Campbell, Colin, et al.
Publicado: (2010)

Support vector machines applications
por: Ma, Yunqian, et al.
Publicado: (2014)

Tactile Perception Object Recognition Based on an Improved Support Vector Machine
por: Zhang, Xingxing, et al.
Publicado: (2022)

Prediction of the severity of obstructive sleep apnea by anthropometric features via support vector machine
por: Liu, Wen-Te, et al.
Publicado: (2017)

Ensemble Feature Learning of Genomic Data Using Support Vector Machine
por: Anaissi, Ali, et al.
Publicado: (2016)

Prediction of Protein–Protein Interaction with Pairwise Kernel Support Vector Machine
por: Zhang, Shao-Wu, et al.
Publicado: (2014)

Construction of a 5-feature gene model by support vector machine for classifying osteoporosis samples
por: Hu, Minwei, et al.
Publicado: (2021)

Machine Learning-Based Ensemble Recursive Feature Selection of Circulating miRNAs for Cancer Tumor Classification
por: Lopez-Rincon, Alejandro, et al.
Publicado: (2020)

Recursive Cluster Elimination (RCE) for classification and feature selection from gene expression data
por: Yousef, Malik, et al.
Publicado: (2007)

WERFE: A Gene Selection Algorithm Based on Recursive Feature Elimination and Ensemble Strategy
por: Chen, Qi, et al.
Publicado: (2020)

Link Prediction in Complex Networks Using Recursive Feature Elimination and Stacking Ensemble Learning
por: Wang, Tao, et al.
Publicado: (2022)

Combining Low-dimensional Wavelet Features and Support Vector Machine for Arrhythmia Beat Classification
por: Qin, Qin, et al.
Publicado: (2017)

Prediction of Protein Essentiality by the Support Vector Machine with Statistical Tests
por: Hor, Chiou-Yi, et al.
Publicado: (2013)

Computer-Assisted System with Multiple Feature Fused Support Vector Machine for Sperm Morphology Diagnosis
por: Tseng, Kuo-Kun, et al.
Publicado: (2013)

A New Method for Recognizing Cytokines Based on Feature Combination and a Support Vector Machine Classifier
por: Yang, Zhe, et al.
Publicado: (2018)

sEMG-angle estimation using feature engineering techniques for least square support vector machine
por: Gao, Yongsheng, et al.
Publicado: (2019)

Cannot write session to /tmp/vufind_sessions/sess_2ou3gpmki2g7a335jue4rmh7og