[HTML][HTML] Identification of endoplasmic reticulum stress-associated genes and subtypes for prediction of Alzheimer's disease based on interpretable machine learning

Y Lai, X Lin, C Lin, X Lin, Z Chen… - Frontiers in Pharmacology, 2022 - frontiersin.org
endoplasmic reticulum (ER) stress-related genes in AD patients based on interpretable machine
learning… To identify the optimal machine learning model for diagnosing AD, we acquired …

[HTML][HTML] Identification of immune-related endoplasmic reticulum stress genes in sepsis using bioinformatics and machine learning

T Gong, Y Liu, Z Tian, M Zhang, H Gao, Z Peng… - Frontiers in …, 2022 - frontiersin.org
… and machine learning algorithms on the basis … endoplasmic reticulum stress hub genes
associated with sepsis patients were identified using the new comprehensive machine learning

[HTML][HTML] Identification of endoplasmic reticulum stress-related biomarkers of diabetes nephropathy based on bioinformatics and machine learning

J Su, J Peng, L Wang, H Xie, Y Zhou, H Chen… - Frontiers in …, 2023 - frontiersin.org
machine learning algorithms, which can produce more detailed models. Three machine
learning … operator (LASSO), support vector machine recursive feature elimination (SVM-RFE), …

Identification of Endoplasmic Reticulum Stress‐Related Biomarkers of Periodontitis Based on Machine Learning: A Bioinformatics Analysis

Q Zhang, Y Jiao, N Ma, L Zhang, Y Song - Disease Markers, 2022 - Wiley Online Library
endoplasmic reticulum stress- (ERS-) related biomarkers of periodontitis using machine
learning … Key DEGs were screened by two machine learning algorithms, LASSO regression and …

[HTML][HTML] … and immunological characterization of endoplasmic reticulum stress-related molecular subtypes in bronchopulmonary dysplasia based on machine learning

Z Tao, Y Mao, Y Hu, X Tang, J Wang, N Zeng… - Frontiers in …, 2023 - frontiersin.org
machine learning, we aimed to investigate the involvement of endoplasmic reticulum (ER) …
Methods: We evaluated the expression profiles of endoplasmic reticulum stress-related genes …

[HTML][HTML] Machine learning-based endoplasmic reticulum-related diagnostic biomarker and immune microenvironment landscape for osteoarthritis

T Liu, X Li, M Pang, L Wang, Y Li, X Sun - Aging (Albany NY), 2024 - ncbi.nlm.nih.gov
… Therefore, the influence of endoplasmic reticulum stress on the immune … endoplasmic
reticulum related genes (ERRGs) associated with OA risk assessment through machine learning

Utilizing Machine Learning to Identify Biomarkers of Endoplasmic Reticulum Stress and Analyze Immune Cell Infiltration in Parkinson's Disease

G Yang, B Zhang, CY Xu, JW Wu, Y Zhang, Y Yu… - Molecular …, 2024 - Springer
… targets for the identification of PD associated to endoplasmic reticulum (ER) stress. First, we
… in endoplasmic reticulum stress. To identify genes of PD linked with endoplasmic reticulum

[HTML][HTML] Deep learning-based morphological classification of endoplasmic reticulum under stress

Y Guo, D Shen, Y Zhou, Y Yang, J Liang… - Frontiers in cell and …, 2022 - frontiersin.org
Endoplasmic reticulum stress (ER stress) is a condition that is defined by abnormal accumulation
of unfolded proteins. It plays an important role in maintaining cellular protein, lipid, and …

[HTML][HTML] Construction and verification of an endoplasmic reticulum stress-related prognostic model for endometrial cancer based on WGCNA and machine learning …

S Lin, C Wei, Y Wei, J Fan - Frontiers in Oncology, 2024 - ncbi.nlm.nih.gov
Background Endoplasmic reticulum (ER) stress arises from the accumulation of misfolded or
unfolded proteins within the cell and is intricately linked to the initiation and progression of …

[HTML][HTML] Prediction of endoplasmic reticulum resident proteins using fragmented amino acid composition and support vector machine

R Kumar, B Kumari, M Kumar - PeerJ, 2017 - peerj.com
… With use of machine learning techniques, we explored which form of composition can best
help in high-level successful prediction of ERRPs. The results show that split composition-…