Image 1_Machine learning-driven discovery of NETs-associated diagnostic biomarkers and molecular subtypes in tuberculosis.tif حسب Shoupeng Ding (21555394)

"…Consensus clustering based on the expression profiles of these core genes stratified patients into two distinct subtypes. Functional enrichment analysis further underscored the predominance of immune-related pathways in subtype B. …"

Image 3_Construction and clinical visualization application of a predictive model for mortality risk in sepsis patients based on an improved machine learning model.jpeg حسب Ting Chen (15205)

"…</p>Results<p>The improved algorithm significantly outperformed other algorithms on 23 standard test functions. …"

Image 1_Construction and clinical visualization application of a predictive model for mortality risk in sepsis patients based on an improved machine learning model.jpeg حسب Ting Chen (15205)

"…</p>Results<p>The improved algorithm significantly outperformed other algorithms on 23 standard test functions. …"

Data Sheet 2_Machine learning-driven discovery of NETs-associated diagnostic biomarkers and molecular subtypes in tuberculosis.pdf حسب Shoupeng Ding (21555394)

"…Consensus clustering based on the expression profiles of these core genes stratified patients into two distinct subtypes. Functional enrichment analysis further underscored the predominance of immune-related pathways in subtype B. …"

Data Sheet 1_Machine learning-driven discovery of NETs-associated diagnostic biomarkers and molecular subtypes in tuberculosis.pdf حسب Shoupeng Ding (21555394)

"…Consensus clustering based on the expression profiles of these core genes stratified patients into two distinct subtypes. Functional enrichment analysis further underscored the predominance of immune-related pathways in subtype B. …"

Table 1_Identifying pyroptosis-hub genes and immune infiltration in neonatal hypoxic-ischemic brain injury.docx حسب Chi Qin (10001651)

"…Immune infiltration analysis revealed that, compared to the control group, the HIBD group exhibited higher levels of innate immune cells (e.g., macrophages, M0 cells, and dendritic cells) and adaptive immune cells (e.g., CD8 naïve T cells, CD4 follicular helper T cells, and Th1 cells). The ssGSEA algorithm results indicated differences in 25 types of immune cells and 10 immune functions. …"

Supplementary file 1_Identifying pyroptosis-hub genes and immune infiltration in neonatal hypoxic-ischemic brain injury.docx حسب Chi Qin (10001651)

"…Immune infiltration analysis revealed that, compared to the control group, the HIBD group exhibited higher levels of innate immune cells (e.g., macrophages, M0 cells, and dendritic cells) and adaptive immune cells (e.g., CD8 naïve T cells, CD4 follicular helper T cells, and Th1 cells). The ssGSEA algorithm results indicated differences in 25 types of immune cells and 10 immune functions. …"

Table 1_Validation of suitable reference microRNAs for qRT-PCR in Osmanthus fragrans under abiotic stress, hormone and metal ion treatments.docx حسب Yingting Zhang (4238380)

"…These findings carry significant implications for future research into the function of miRNAs.</p>…"

Image 3_Identification of diagnostic hub genes related to energy metabolism in idiopathic pulmonary fibrosis.tif حسب S. Zhao (1466308)

Table 5_Identification of diagnostic hub genes related to energy metabolism in idiopathic pulmonary fibrosis.docx حسب S. Zhao (1466308)

Table 4_Identification of diagnostic hub genes related to energy metabolism in idiopathic pulmonary fibrosis.docx حسب S. Zhao (1466308)

Table 2_Identification of diagnostic hub genes related to energy metabolism in idiopathic pulmonary fibrosis.csv حسب S. Zhao (1466308)

Table 1_Identification of diagnostic hub genes related to energy metabolism in idiopathic pulmonary fibrosis.docx حسب S. Zhao (1466308)

Table 3_Identification of diagnostic hub genes related to energy metabolism in idiopathic pulmonary fibrosis.docx حسب S. Zhao (1466308)

Table 7_Identification of diagnostic hub genes related to energy metabolism in idiopathic pulmonary fibrosis.docx حسب S. Zhao (1466308)

Image 1_Identification of diagnostic hub genes related to energy metabolism in idiopathic pulmonary fibrosis.tif حسب S. Zhao (1466308)

Table 6_Identification of diagnostic hub genes related to energy metabolism in idiopathic pulmonary fibrosis.docx حسب S. Zhao (1466308)

Image 2_Identification of diagnostic hub genes related to energy metabolism in idiopathic pulmonary fibrosis.tif حسب S. Zhao (1466308)

Table 1_Demethylase FTO mediates m6A modification of ENST00000619282 to promote apoptosis escape in rheumatoid arthritis and the intervention effect of Xinfeng Capsule.docx حسب Fanfan Wang (1669474)

"…Molecular docking confirmed that the active components of XFC (calycosin-7-O-beta-D-glucoside, calycosin, and formononetin) exhibited strong binding affinity to NF-κB p65.</p>Conclusion<p>FTO promoted FLS apoptosis escape and RA progression by activating the NF-κB pathway through the m6A-dependent ENST00000619282/YTHDF1 axis. …"

Image 3_Cellular interactions and Ion channel signatures in atrial fibrillation remodeling: insights from single-cell analysis and machine learning.tif حسب Bin He (75597)

"…Ion channel-related genes were extracted from microarray datasets and analyzed for differential expression and functional relevance to AF pathology. Machine learning algorithms (LASSO and SVM) were used to identify signature genes from ion channels in AF, followed by drug-enrichment analysis to explore potential therapeutic options.…"