Table 2_Constructing a neutrophil extracellular trap model based on machine learning to predict clinical outcomes and immune therapy responses in oral squamous cell carcinoma.xlsx حسب Jian Wang (5901)

"…</p>Materials and Methods<p>We performed non-negative matrix factorization (NMF) analysis on 89 previously reported NET-related genes within the TCGA cohort. Subsequent analysis of subtype feature genes was conducted using the weighted gene co-expression network analysis (WGCNA). …"

CSPP instance حسب peixiang wang (19499344)

"…</b></p><p dir="ltr">Its primary function is to create structured datasets that simulate container terminal operations, which can then be used for developing, testing, and benchmarking optimization algorithms (e.g., for yard stacking strategies, vessel stowage planning).…"

Table 1_Identification and validation of immune and diagnostic biomarkers for interstitial cystitis/painful bladder syndrome by integrating bioinformatics and machine-learning.docx حسب Tao Zhou (117050)

"…We identified differentially expressed genes (DEGs) crucial for gene set enrichment analysis. Key genes within the module were revealed using weighted gene co-expression network analysis (WGCNA). …"

Data Sheet 1_Identification of key biomarkers related to fibrocartilage chondrocytes for osteoarthritis based on bulk, single-cell transcriptomic data.docx حسب Bailin Pan (20300112)

"…Microarray data were integrated to identify differentially expressed genes (DEGs). We conducted functional-enrichment analyses, including Kyoto Encyclopedia of Genes and Genomes (KEGG) and Gene Ontology (GO), and used weighted gene co-expression network analysis (WGCNA) and the least absolute shrinkage and selection operator (LASSO) algorithm to select biomarkers. …"

Data Sheet 2_Identification of key biomarkers related to fibrocartilage chondrocytes for osteoarthritis based on bulk, single-cell transcriptomic data.csv حسب Bailin Pan (20300112)

"…Microarray data were integrated to identify differentially expressed genes (DEGs). We conducted functional-enrichment analyses, including Kyoto Encyclopedia of Genes and Genomes (KEGG) and Gene Ontology (GO), and used weighted gene co-expression network analysis (WGCNA) and the least absolute shrinkage and selection operator (LASSO) algorithm to select biomarkers. …"

Supplementary file 3_Optimising the selection of welfare indicators in farm animals.docx حسب Jon Day (19128586)

"…The enhanced algorithm identified globally optimal combinations within 0.2 s for all species, regardless of problem size. …"

Supplementary file 2_Optimising the selection of welfare indicators in farm animals.docx حسب Jon Day (19128586)

"…The enhanced algorithm identified globally optimal combinations within 0.2 s for all species, regardless of problem size. …"

Supplementary file 6_Optimising the selection of welfare indicators in farm animals.docx حسب Jon Day (19128586)

"…The enhanced algorithm identified globally optimal combinations within 0.2 s for all species, regardless of problem size. …"

Supplementary file 1_Optimising the selection of welfare indicators in farm animals.docx حسب Jon Day (19128586)

"…The enhanced algorithm identified globally optimal combinations within 0.2 s for all species, regardless of problem size. …"

Supplementary file 4_Optimising the selection of welfare indicators in farm animals.docx حسب Jon Day (19128586)

"…The enhanced algorithm identified globally optimal combinations within 0.2 s for all species, regardless of problem size. …"

Supplementary file 5_Optimising the selection of welfare indicators in farm animals.docx حسب Jon Day (19128586)

"…The enhanced algorithm identified globally optimal combinations within 0.2 s for all species, regardless of problem size. …"

Data for revision version حسب Santanu Saha (18277927)

"…This study enhances the well-established min-max method based interactive fuzzy bi-objective optimization algorithm by incorporating the absolute difference function along with the trade-off ratio based autonomized optimization approach. …"

Mechanomics Code - JVT حسب Carlo Vittorio Cannistraci (5854046)

"…The functions were tested respectively in: MATLAB 2018a or youger, Python 3.9.4, R 4.0.3.…"

A. Explanation of the data points used by EpiFusion; B. the key parameters of the EpiFusion particle filter. حسب Ciara Judge (20161514)

"…Beta must vary over time and can either be fit using (i) a random walk within the particle filter, (ii) linear splines within the particle filter, (iii) MCMC fitting in epochs by fixing or fitting change times and interval values, or (iv) MCMC fitting the parameters of a logistic function which defines beta over time; C. …"

Image 3_The osteosarcoma immune microenvironment in progression: PLEK as a prognostic biomarker and therapeutic target.tif حسب Yunpeng Zou (3723007)

"…PLEK was further validated by qRT-PCR and Western blot in OS samples, and its function assessed via siRNA knockdown in macrophages within TME co-cultured with OS cells. …"

Image 2_The osteosarcoma immune microenvironment in progression: PLEK as a prognostic biomarker and therapeutic target.tif حسب Yunpeng Zou (3723007)

"…PLEK was further validated by qRT-PCR and Western blot in OS samples, and its function assessed via siRNA knockdown in macrophages within TME co-cultured with OS cells. …"

Image 4_The osteosarcoma immune microenvironment in progression: PLEK as a prognostic biomarker and therapeutic target.tif حسب Yunpeng Zou (3723007)

"…PLEK was further validated by qRT-PCR and Western blot in OS samples, and its function assessed via siRNA knockdown in macrophages within TME co-cultured with OS cells. …"

Image 5_The osteosarcoma immune microenvironment in progression: PLEK as a prognostic biomarker and therapeutic target.tif حسب Yunpeng Zou (3723007)

"…PLEK was further validated by qRT-PCR and Western blot in OS samples, and its function assessed via siRNA knockdown in macrophages within TME co-cultured with OS cells. …"

Image 1_The osteosarcoma immune microenvironment in progression: PLEK as a prognostic biomarker and therapeutic target.tif حسب Yunpeng Zou (3723007)

"…PLEK was further validated by qRT-PCR and Western blot in OS samples, and its function assessed via siRNA knockdown in macrophages within TME co-cultured with OS cells. …"

Data Sheet 1_The osteosarcoma immune microenvironment in progression: PLEK as a prognostic biomarker and therapeutic target.zip حسب Yunpeng Zou (3723007)

"…PLEK was further validated by qRT-PCR and Western blot in OS samples, and its function assessed via siRNA knockdown in macrophages within TME co-cultured with OS cells. …"