Suchergebnisse - "recursive feature elimination with cross-validation"

Multiphase MRI‐Based Radiomics for Predicting Histological Grade of Hepatocellular Carcinoma von Yan, Yang, Si, Zhang, Chun, Cui, Chao‐qun, Pen, Ke, Mu, Dong, Zhang, Li, Wen

“… Study Type Retrospective. Subjects A total of 405 patients with histopathologically confirmed solitary HCC and with liver gadolinium ethoxybenzyl diethylenetriamine pentaacetic acid (Gd‐EOB‐DTPA …”
Volltext

MRI machine learning model predicts nerve root sedimentation in lumbar stenosis: a prospective study von Wang, Qing, Luo, Xianping, Li, Deng, Zhai, Yi, Ying, Caiyun

“… Comparisons used t tests or Mann-Whitney U tests. Recursive feature elimination with cross-validation (RFECV …”
Volltext

Accurate Classification and Prediction of Acute Myocardial Infarction through an ARMD Procedure von Liu, Wuping, Zhang, Lirong, Bao, Lijun, Shen, Guiping, Feng, Jianghua

“… Secondly, the recursive feature elimination with cross-validation (RFECV) processing and random forest mean decrease accuracy (RF-MDA …”
Weitere Angaben

Functional near-infrared spectroscopy-based diagnosis support system for distinguishing between mild and severe depression using machine learning approaches von Huang, Zhiyong, Liu, Man, Yang, Hui, Wang, Mengyao, Zhao, Yunlan, Han, Xiao, Chen, Huan, Feng, Yaju

“… ) from 18 prefrontal lobe channels of subjects were extracted as predictors. Using recursive feature elimination with cross-validation, we identified optimal TF or CF and examined their role in distinguishing …”
Volltext

A smart detection method for sleep posture based on a flexible sleep monitoring belt and vital sign signals von He, Chunhua, Fang, Zewen, Liu, Shuibin, Wu, Heng, Li, Xiaoping, Wen, Yangxing, Lin, Juze

“… People spend approximately one-third of their lives in sleep, but more and more people are suffering from sleep disorders. Sleep posture is closely related to …”
Volltext

Multimodal MRI radiomic models to predict genomic mutations in diffuse intrinsic pontine glioma with missing imaging modalities von Khalid, Fahad, Goya-Outi, Jessica, Escobar, Thibault, Dangouloff-Ros, Volodia, Grigis, Antoine, Philippe, Cathy, Boddaert, Nathalie, Grill, Jacques, Frouin, Vincent, Frouin, Frédérique

“… To keep the maximum number of subjects, which is essential for a rare disease, missing data were considered …”
Volltext

Machine learning-based evaluation of application value of traditional Chinese medicine clinical index and pulse wave parameters in the diagnosis of polycystic ovary syndrome von Lim, Jiekee, Li, Jieyun, Feng, Xiao, Feng, Lu, Xiao, Xinang, Xia, Yumo, Wang, Yiqin, Qian, Lin, Yang, Hong, Xu, Zhaoxia

“… •Four predictive models have been developed for polycystic ovary syndrome (PCOS).•Solid evidence of Traditional Chinese Medicine (TCM) was provided for PCOS …”
Volltext

Customer churn analysis using feature optimization methods and tree-based classifiers von Ehsani, Fatemeh, Hosseini, Monireh

“… Given the extensive array of options and minimal barriers to switching to competitors, the concept of customer churn behavior has emerged as a subject of considerable debate …”
Volltext

Feature Selection of Arabic Online Handwriting Using Recursive Feature Elimination for Parkinson’s Disease Diagnosis von Amakrane, Meryem, Khaissidi, Ghizlane, Mrabti, Mostafa, Ammour, Alae, Faouzi, Belahsen, Aboulem, Ghita

“… to efficiently identify subjects with PD, based on Recursive Feature Elimination with Cross-Validation (RFECV …”
Volltext