Optimization framework. حسب Nisha Ann Viswan (20371285)

"…D—H: Examples of experiments from database run using FindSim to obtain cost function values. D: Bar chart. EGF is provided at baseline level (0.1 nM, named EGF_1) and at stimulus level (1.5625 nM, named EGF_2), and the resultant level of activated EGF receptor (aEGFR) is found. …"

Data Sheet 1_Machine learning integrates region-specific microbial signatures to distinguish geographically adjacent populations within a province.docx حسب Li Luo (149019)

"…To obtain the optimal model that can distinguish geographically close populations, three machine learning (ML) algorithms based on microbiota or functions were employed.…"

Comparison of different methods. حسب Wenjing Wang (181404)

"…The average running time of the proposed algorithm in Sphere function and Griebank function was 2.67s and 1.64s, respectively. …"

Profile of dysregulated proteins in SCA1 cells containing polyQ inclusions. حسب Aimilia-Christina Vagiona (17584758)

Flowchart and pseudocode of the CHBA. حسب Ziad M. Ali (12516532)

"…However, finding analytical closed-form solutions for the current-voltage (<i>I</i>-<i>U</i>) dependency in PV_DDM circuits has remained a challenge. …"

Wilcoxon test comparisons. حسب Ziad M. Ali (12516532)

"…However, finding analytical closed-form solutions for the current-voltage (<i>I</i>-<i>U</i>) dependency in PV_DDM circuits has remained a challenge. …"

Standard PV_DDM equivalent circuit. حسب Ziad M. Ali (12516532)

"…However, finding analytical closed-form solutions for the current-voltage (<i>I</i>-<i>U</i>) dependency in PV_DDM circuits has remained a challenge. …"

PATH (with persistence fingerprint) runs significantly faster than TNet-BP, a representative binding affinity prediction algorithm that uses persistent homology, on larger protein-... حسب Yuxi Long (11024307)

Fig 8 - حسب Li Jiashen (20552690)

Fig 9 - حسب Li Jiashen (20552690)

Fig 10 - حسب Li Jiashen (20552690)

Experiment 1a: Setting the default value for t in FastEnsemble. حسب Yasamin Tabatabaee (18095491)

"…Left: Accuracy as a function of the model mixing parameter (x-axis). Right: Accuracy as a function of the threshold value on the networks with model mixing parameter 0.5. …"

Abbreviations used in the text. حسب Lorenzo Ruinelli (13014138)

"…The majority of AKI episodes (77%) occurred within the first three days of hospitalization, and >50% of subjects with AKI were discharged before complete renal function recovery. …"

Video 1_Biologically informed algorithms for modeling cattle response to auditory cues and driving simulations in virtual fencing systems.mp4 حسب Hannah James (6551678)

Supplementary file 1_Biologically informed algorithms for modeling cattle response to auditory cues and driving simulations in virtual fencing systems.docx حسب Hannah James (6551678)

Table 1_Feature genes identification and immune infiltration assessment in abdominal aortic aneurysm using WGCNA and machine learning algorithms.xls حسب Ming Xie (420493)

"…By intersecting the result of 3 machine learning algorithms and WGCNA, 3 feature genes were identified, including MRAP2, PPP1R14A, and PLN genes. …"

Table 2_Uncovering differential gene expression between mtRNA-positive and -negative osteosarcoma cells: implications beyond mitochondrial function.xlsx حسب Xiaoyuan Meng (22261234)

"…The PPI network analysis identified seven hub genes. Among them, COL1A1, PDGFRB, and SPARC were confirmed as sarcoma-related genes using the GEPIA database.…"

Table 1_Uncovering differential gene expression between mtRNA-positive and -negative osteosarcoma cells: implications beyond mitochondrial function.xlsx حسب Xiaoyuan Meng (22261234)

"…The PPI network analysis identified seven hub genes. Among them, COL1A1, PDGFRB, and SPARC were confirmed as sarcoma-related genes using the GEPIA database.…"

Table 3_Uncovering differential gene expression between mtRNA-positive and -negative osteosarcoma cells: implications beyond mitochondrial function.xlsx حسب Xiaoyuan Meng (22261234)

"…The PPI network analysis identified seven hub genes. Among them, COL1A1, PDGFRB, and SPARC were confirmed as sarcoma-related genes using the GEPIA database.…"

Example of a typical workflow to construct a network using NeKo. حسب Marco Ruscone (11747264)