The datasets GSE24206 for this study can be found here: https://www.ncbi.nlm.nih.gov/geo/.Abbreviations BP: Biological process CC: Cellular component GEO: Gene expression omnibus dataset GO: Gene Ontology K
Availability of data and materials The datasets used and/or analyzed during the current study are available from the corresponding author upon reasonable request.References Bloom DE, Cadarette D. Infectious disease threats in the twenty-first century: strengthening the global response. Front Immunol. ...
This study aims to identify and analyze methylation-regulated differentially expressed genes (MeDEGs) in genome-wide profiles between primary and metastatic melanoma.Gene expression profiling datasets GSE8401 and gene methylation profiling datasets GSE86355 were collected from the GEO database. ...
We have collected two datasets: an interna; training dataset and an external testing dataset. The training dataset has multiple participants covering a wide range of BMI, body fat, body shapes, camera angles, camera distance, illumination conditions, environments etc. The testing dataset is external...
(preceded by 70 min NASBA reaction). RT–qPCR experiments were run in parallel for results confirmation using the CDC gold-standard assay (Supplementary Fig.4a,b).c, Logistic test for threshold value determination (a.u.) of Zika virus diagnostic at 130 min, established using normalized back...
[17] examined five datasets, choosing 30% of the number of calibration variables as the size of the test set, provided this number was at least 8, otherwise the test set was 8. For each of the five studies, they sampled training sets from all possible combinations of calibration variables...
Only de-identified datasets were shared with the statistical team for analysis using a secure, institutional drive. The delivery system developed by the practice providers had built-in safeguards for addressing clinical emergencies, such as patients responding to the secure message with medical ...
The Kolmogorov-Smirnov test, t-test, Kruskal-Wallis H test, and chi-square test were used to analyze the comparability between the two datasets. The quantitative data were expressed as median value and interquartile range (IQR), and categorical variables were expressed as counts and percentages....
The previously screened effective Cryptosporidium occurrence points were divided into two datasets: one had coordinate points collected from literature and imported for model construction, and another extracted from sentinel hospitals for use in evaluating model effectiveness. All the data, variables, and ...
Introduction This comprehensive guide illustrates the implementation of K-Fold Cross Validation forobject detectiondatasets within the Ultralytics ecosystem. We'll leverage the YOLO detection format and key Python libraries such as sklearn, pandas, and PyYaml to guide you through the necessary setup,...