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RStudio gui
Gui, supplied by RStudio, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/code+and+annotation+gui/gui/pmc05090356-105-1-8
Average 90 stars, based on 1 article reviews
gui - by Bioz Stars, 2026-11
90/100 stars

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Article Title: Sex specific gut-microbiota signatures of resilient and comorbid gut-brain phenotypes induced by early life stress
Article Snippet: Statistical analysis was performed in R ( ) using the Rstudio GUI (version 2023.12.1.402).

Article Title: Deciphering the interactions between genetic elements and environmental factors in rice (Oryza sativa L.) genotypes: Valuable perspectives unveiled through AMMI modeling and GGE biplots analysis
Article Snippet: For GGE biplots, we utilized the GUI package in R studio, and for AMMI, we employed the Agricolae package, which incorporates two important concepts the biplot concepts (Gabriel et al. 1971) [5].

Article Title: Using R in Regulatory Toxicology
Article Snippet: One highly recommended GUI for R is RStudio.

Article Title: Structure and stability of polydiacetylene membrane systems: Molecular dynamics simulation studies.
Article Snippet: Correspondence Janick Weberpals, Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, 1620 Tremont Street, Suite 3030-R, Boston, MA 02120, USA.. Email: jweberpals@bwh.harvard.edu Abstract Transparency and reproducibility are major prerequisites for conducting meaningful real-world evidence (RWE) studies that are fit for decision-making.. Many advances have been made in the documentation and reporting of study protocols and results, but the principles for version control and sharing of analytic code in RWE are not yet as established as in other quantitative disciplines like computational biology and health informatics.

Article Title: KSTAR: An algorithm to predict patient-specific kinase activities from phosphoproteomic data
Article Snippet: PTM-SEA was implemented within Rstudio using the R-gui provided in the ssGSEA2.0 github repo ( https://github.com/broadinstitute/ssGSEA2.0 ).

Article Title: Faecal microbiota transplantation from Alzheimer’s participants induces impairments in hippocampal neurogenesis and cognitive behaviours in rats
Article Snippet: 1862 1863 Statistical analyses were performed in R (v.3.6.3) with the Rstudio GUI (v.1.2.5033) except 1864 where otherwise specified.

Software:

Article Title: Herbage Mass, N Concentration, and N Uptake of Temperate Grasslands Can Adequately Be Estimated from UAV-Based Image Data Using Machine Learning
Article Snippet: To obtain the estimates of UAV-based sward height, the base model DSM of each growing period was subtracted from the sampling date DSMs of the respective growing period using ArcGIS Pro (ESRI, Redlands, CA, USA). .. In a second step, the following sward height (SH) metrics were calculated in the statistical computation software R [65] using R Studio GUI [66]: mean, minimum, maximum, 90th, 75th, 50th (median), and 25th percentiles (SHmean, SHmin, SHmax, SHp90, SHp75, SHp50, SHp25). ..

Article Title: The Effect of Temperature and UV Manipulation on Anthocyanins, Flavonols, and Hydroxycinnamoyl-Tartrates in cv Nebbiolo Grapes ( Vitis vinifera L.)
Article Snippet: .. Statistical analysis was performed with the statistical software R [ ] with multcomp [ ] and emmeans packages [ ] using RStudio GUI [ ]. ..



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MathWorks Inc code and annotation gui
Example usage of <t>the</t> <t>MATLAB</t> apps included in the toolbox. ( A ) <t>GUI</t> for defining the set of behaviors in a dataset. Each behavior label corresponds to a unique keyboard key (“key”), which is used to designate the start and stop of behaviors during manual annotation. ( B ) An example of the annotation GUI used in confidence-based review to correct false classifier-produced predictions. It features tables of the complete (i.e., human annotated or reviewed) and unreviewed (i.e., classifier-annotated) clips in the project. During review, the tables include a confidence score for each clip (“score”) as well as an estimated overall accuracy for all unannotated data. Users select clips to review from the annotation tables, which are then shown in the video viewer box (top left) along with their predicted labels. Users create or correct the labels of the behaviors appearing in the video, with both annotation and video playback controlled via keyboard. Behaviors and their corresponding keystrokes are shown in the “Behavior Labels” panel. After completing the annotation of each clip, users press the “Mark Complete” button to save their progress.
Code And Annotation Gui, supplied by MathWorks Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/code+and+annotation+gui/pmc09932075-58-6-11
Average 90 stars, based on 1 article reviews
code and annotation gui - by Bioz Stars, 2026-11
90/100 stars
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Example usage of the MATLAB apps included in the toolbox. ( A ) GUI for defining the set of behaviors in a dataset. Each behavior label corresponds to a unique keyboard key (“key”), which is used to designate the start and stop of behaviors during manual annotation. ( B ) An example of the annotation GUI used in confidence-based review to correct false classifier-produced predictions. It features tables of the complete (i.e., human annotated or reviewed) and unreviewed (i.e., classifier-annotated) clips in the project. During review, the tables include a confidence score for each clip (“score”) as well as an estimated overall accuracy for all unannotated data. Users select clips to review from the annotation tables, which are then shown in the video viewer box (top left) along with their predicted labels. Users create or correct the labels of the behaviors appearing in the video, with both annotation and video playback controlled via keyboard. Behaviors and their corresponding keystrokes are shown in the “Behavior Labels” panel. After completing the annotation of each clip, users press the “Mark Complete” button to save their progress.

Journal: Scientific Reports

Article Title: DeepAction: a MATLAB toolbox for automated classification of animal behavior in video

doi: 10.1038/s41598-023-29574-0

Figure Lengend Snippet: Example usage of the MATLAB apps included in the toolbox. ( A ) GUI for defining the set of behaviors in a dataset. Each behavior label corresponds to a unique keyboard key (“key”), which is used to designate the start and stop of behaviors during manual annotation. ( B ) An example of the annotation GUI used in confidence-based review to correct false classifier-produced predictions. It features tables of the complete (i.e., human annotated or reviewed) and unreviewed (i.e., classifier-annotated) clips in the project. During review, the tables include a confidence score for each clip (“score”) as well as an estimated overall accuracy for all unannotated data. Users select clips to review from the annotation tables, which are then shown in the video viewer box (top left) along with their predicted labels. Users create or correct the labels of the behaviors appearing in the video, with both annotation and video playback controlled via keyboard. Behaviors and their corresponding keystrokes are shown in the “Behavior Labels” panel. After completing the annotation of each clip, users press the “Mark Complete” button to save their progress.

Article Snippet: Finally, we release the code and annotation GUI as an open-source MATLAB project.

Techniques: Produced