On the use of the Pearson correlation coefficient for model evaluation in genome-wide prediction
P Waldmann - Frontiers in genetics, 2019 - frontiersin.org
The large number of markers in genome-wide prediction demands the use of methods with
regularization and model comparison based on some hold-out test prediction error measure …
regularization and model comparison based on some hold-out test prediction error measure …
Identification and validation of a prognostic four-genes signature for hepatocellular carcinoma: integrated ceRNA network analysis
Y Yan, Y Lu, K Mao, M Zhang, H Liu, Q Zhou… - Hepatology …, 2019 - Springer
Background Hepatocellular carcinoma (HCC) is one of the most aggressive malignant
tumors, with a poor long-term prognosis worldwide. The functional deregulations of global …
tumors, with a poor long-term prognosis worldwide. The functional deregulations of global …
Efficient penalized generalized linear mixed models for variable selection and genetic risk prediction in high-dimensional data
J St-Pierre, K Oualkacha, SR Bhatnagar - Bioinformatics, 2023 - academic.oup.com
Motivation Sparse regularized regression methods are now widely used in genome-wide
association studies (GWAS) to address the multiple testing burden that limits discovery of …
association studies (GWAS) to address the multiple testing burden that limits discovery of …
[HTML][HTML] Bioinformatics-based analysis of the roles of sex hormone receptors in endometriosis development
X Zhao, W Kong, C Zhou, B Deng, H Zhang… - … Journal of Medical …, 2023 - ncbi.nlm.nih.gov
Endometriosis is a hormone-dependent disease in women of reproductive age and
seriously affects women's health. To analyze the involvement of sex hormone receptors in …
seriously affects women's health. To analyze the involvement of sex hormone receptors in …
Tabular deep learning: a comparative study applied to multi-task genome-wide prediction
Y Fan, P Waldmann - BMC bioinformatics, 2024 - Springer
Purpose More accurate prediction of phenotype traits can increase the success of genomic
selection in both plant and animal breeding studies and provide more reliable disease risk …
selection in both plant and animal breeding studies and provide more reliable disease risk …
[HTML][HTML] A nomogram-based immune-serum scoring system predicts overall survival in patients with lung adenocarcinoma
Q Huang, T Qu, L Qi, C Liu, Y Guo, Q Guo… - Cancer Biology & …, 2021 - ncbi.nlm.nih.gov
Objective: The immunoscore, which is used to quantify immune infiltrates, has greater
relative prognostic value than tumor, node, and metastasis (TNM) stage and might serve as …
relative prognostic value than tumor, node, and metastasis (TNM) stage and might serve as …
Comprehensive analysis of competitive endogenous RNAs network: Identification and validation of prediction model composed of mRNA signature and miRNA …
W Ding, L Wu, X Li, L Chang, G Liu… - Oncology …, 2022 - spandidos-publications.com
Gastric cancer (GC), one of the most lethal malignant tumors, is highly aggressive with a
poor prognosis, while the molecular mechanisms underlying it remain largely unknown …
poor prognosis, while the molecular mechanisms underlying it remain largely unknown …
[HTML][HTML] Electroencephalography-Based Motor Imagery Classification Using Multi-Scale Feature Fusion and Adaptive Lasso
S Chen, N Li, X Kong, D Huang, T Zhang - Big Data and Cognitive …, 2024 - mdpi.com
Brain–computer interfaces, where motor imagery electroencephalography (EEG) signals are
transformed into control commands, offer a promising solution for enhancing the standard of …
transformed into control commands, offer a promising solution for enhancing the standard of …
A polygenic stacking classifier revealed the complicated platelet transcriptomic landscape of adult immune thrombocytopenia
C Xu, R Zhang, M Duan, Y Zhou, J Bao, H Lu… - … Therapy-Nucleic Acids, 2022 - cell.com
Immune thrombocytopenia (ITP) is an autoimmune disease with the typical symptom of a low
platelet count in blood. ITP demonstrated age and sex biases in both occurrences and …
platelet count in blood. ITP demonstrated age and sex biases in both occurrences and …
Automatic and accurate vision-based measurement of camber and toe-in alignment of vehicle wheel
G Xu, W He, F Chen, H Shen… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Camber and toe-in are important alignment parameters of vehicle wheels, which determine
the operation stability and safety during vehicle driving. An automatic and accurate …
the operation stability and safety during vehicle driving. An automatic and accurate …