Data Sheet 2_Early stroke detection through machine learning in the prehospital setting.pdf by María Ríos Delgado (22004942)

Data Sheet 1_Early stroke detection through machine learning in the prehospital setting.pdf by María Ríos Delgado (22004942)

Table 1_Early stroke detection through machine learning in the prehospital setting.xlsx by María Ríos Delgado (22004942)

Three conditions of gas explosion. by Hongxia Li (493545)

“…Then, a training set is randomly selected from known coal mine samples, and the training sample set is processed and analyzed using Matlab software. …”

S1 Data - by Hongxia Li (493545)

“…Then, a training set is randomly selected from known coal mine samples, and the training sample set is processed and analyzed using Matlab software. …”

Principles for selecting evaluation indicators. by Hongxia Li (493545)

“…Then, a training set is randomly selected from known coal mine samples, and the training sample set is processed and analyzed using Matlab software. …”

DataSheet1_Deep learning-based correlation analysis for probabilistic power flow considering renewable energy and energy storage.docx by Xiaotian Xia (402177)

Data_Sheet_1_Structural Transition States Explored With Minimalist Coarse Grained Models: Applications to Calmodulin.ZIP by Francesco Delfino (7496873)

Data_Sheet_2_Structural Transition States Explored With Minimalist Coarse Grained Models: Applications to Calmodulin.ZIP by Francesco Delfino (7496873)

Data_Sheet_1_Dried shiitake mushroom grade recognition using D-VGG network and machine vision.docx by Li Wang (15202)

“…In this study, a comprehensive method to solve this problem is provided, including image acquisition, preprocessing, dataset creation, and grade recognition. The osprey optimization algorithm (OOA) is used to improve the computational efficiency of Otsu’s threshold binarization and obtain complete mushroom contours samples efficiently. …”

Environmental DNA metabarcoding to monitor tropical reef fishes in Santa Marta by camille albouy (3800893)

“…After this step, we analyzed each data set sample individually before merging the taxon list for the final ecological analysis. …”

Metadata supporting the published article: A Medicare-based Comparative Mortality Analysis of Active Surveillance in Older Women with DCIS by Igor Akushevich (163135)

“…The final sample contained 22,576 female patients diagnosed with DCIS.…”

A new GEE-based App called “Crop Mapper” for crop mapping by Anonymous During Peer Review (16029755)

“…</p> <p>The crop maps will be derived using the Random Forest machine learning algorithm and monthly gap-free Landsat Sentinel-2 time series data that was evaluated to be optimal and well documented in this paper. …”

Data Sheet 1_Immunogenic cell death-related genes as prognostic biomarkers and therapeutic insights in uterine corpus endometrial carcinoma: an integrative bioinformatics analysis.... by Tianfei Yi (10971822)

“…</p>Methods<p>The ICD score was assessed using single-sample gene set enrichment analysis (ssGSEA). Differentially expressed genes (DEGs) were identified from transcriptomic data processed with the "DESeq2" R package. …”

<b>AI for imaging plant stress in invasive species </b>(dataset from the article https://doi.org/10.1093/aob/mcaf043) by Erola Fenollosa (20977421)

“…</i>, 2023</a>) (<a href="#sup1" target="_blank">Supplementary Data S2</a>). The final proposed betalain extraction procedure in the cape fig used 300 mg of frozen leaf samples ground with a mixer mill and homogenized with 0.5 mL of 50 % MeOH (aq.) and mixed for 20 min with a vortex. …”

Akt1 prodigiosin docking and dynamic molecular by Fares ELGHALI (18467655)

“…Long-range electrostatic interactions were calculated using the particle-mesh Ewald (PME) algorithm, with a real space cutoff of 1.2 nm. (8) Initial Velocities Assignment: Initial velocities of particles were assigned based on Maxwell distributions to set the system in motion. (9) Molecular Dynamics Simulation: tow simulations have been performed between 10 and 100 nanosecond (ns) with sampling of each 5 ns, MD simulation was conducted to observe and analyze the system's behavior over an extended period. (10) Analysis: Various parameters including root mean square deviations (RMSD), residue root means square fluctuation (RMSF), number of hydrogen bonds (HB), radius of gyration (Rg) were calculated to analyze the system's dynamics and interactions. …”

Data_Sheet_1_Metagenomic Geolocation Prediction Using an Adaptive Ensemble Classifier.PDF by Samuel Anyaso-Samuel (10671576)

“…In each instance, we observed that the component classifiers performed differently, whereas the ensemble classifier consistently yielded optimal performance. Finally, we predicted the source cities of mystery samples provided by the organizers. …”

Data Sheet 2_Analysis and validation of serum biomarkers in brucellosis patients through proteomics and bioinformatics.xlsx by Xiao Li (107004)

“…Introduction<p>This study aims to utilize proteomics, bioinformatics, and machine learning algorithms to identify diagnostic biomarkers in the serum of patients with acute and chronic brucellosis</p>Methods<p>Proteomic analysis was conducted on serum samples from patients with acute and chronic brucellosis, as well as from healthy controls. …”

Data Sheet 3_Analysis and validation of serum biomarkers in brucellosis patients through proteomics and bioinformatics.docx by Xiao Li (107004)

“…Introduction<p>This study aims to utilize proteomics, bioinformatics, and machine learning algorithms to identify diagnostic biomarkers in the serum of patients with acute and chronic brucellosis</p>Methods<p>Proteomic analysis was conducted on serum samples from patients with acute and chronic brucellosis, as well as from healthy controls. …”

Data Sheet 1_Analysis and validation of serum biomarkers in brucellosis patients through proteomics and bioinformatics.xlsx by Xiao Li (107004)

“…Introduction<p>This study aims to utilize proteomics, bioinformatics, and machine learning algorithms to identify diagnostic biomarkers in the serum of patients with acute and chronic brucellosis</p>Methods<p>Proteomic analysis was conducted on serum samples from patients with acute and chronic brucellosis, as well as from healthy controls. …”