Demo Data from EDBT 2026 / reviewers in the wild / expert
Daryl Waggott
dblp:88/11477
· DBLP profile ↗
2ranked-venue papers
1as first author
0since 2021 · last 2019
—ORCID · none
Domains — the database's venue-derived domains; a paper can count in several
Applied, interdisciplinary, general and emerging computing · 2 · 1 first-author
Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.
| Interdisciplinary, comprehensive, and emerging computing
1 paper |
Bioinformatics and computational biology · 100% |
Topics — the 3 heaviest of 3, each with the papers that count most for it
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Bioinformatics and computational biology › omics data analysis
batch effect correction |
0.1 | 1 | 2012 | NanoStringNorm: an extensible R package for the pre-processing of NanoString mRNA and miRNA data · Bioinform. 2012 |
Bioinformatics and computational biology › gene expression analysis
gene expression data preprocessing |
0.1 | 1 | 2012 | NanoStringNorm: an extensible R package for the pre-processing of NanoString mRNA and miRNA data · Bioinform. 2012 |
Bioinformatics and computational biology
transcriptomics |
0.1 | 1 | 2012 | NanoStringNorm: an extensible R package for the pre-processing of NanoString mRNA and miRNA data · Bioinform. 2012 |
Methods — techniques the papers use, named apart from their topics
normalization · 0.1diagnostics · 0.1
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2019 | BPG: Seamless, automated and interactive visualization of scientific dataabstractBACKGROUND: We introduce BPG, a framework for generating publication-quality, highly-customizable plots in the R statistical environment. RESULTS: This open-source package includes multiple methods of displaying high-dimensional datasets and facilitates generation of complex multi-panel figures, making it suitable for complex datasets. A web-based interactive tool allows online figure customization, from which R code can be downloaded for integration with computational pipelines. CONCLUSION: BPG provides a new approach for linking interactive and scripted data visualization and is available at http://labs.oicr.on.ca/boutros-lab/software/bpg or via CRAN at https://cran.r-project.org/web/packages/BoutrosLab.plotting.general. Christine P'ng, Jeffrey Green, Lauren C. Chong, Daryl Waggott, Stephenie D. Prokopec, Mehrdad Shamsi, Francis Nguyen, Denise Y. F. Mak, Felix Lam, Marco A. Albuquerque, Ying Wu 0012, Esther H. Jung, Maud H. W. Starmans, Michelle A. Chan-Seng-Yue, Cindy Q. Yao, Bianca Liang, Emilie Lalonde, Syed Haider, Nicole A. Simone, Dorota H. Sendorek, Kenneth C. Chu, Nathalie C. Moon, Natalie S. Fox, Michal R. Grzadkowski, Nicholas J. Harding, Clement Fung, Amanda R. Murdoch, Kathleen E. Houlahan, David R. Garcia, Richard de Borja, Ren X. Sun, Xihui Lin, Gregory M. Chen, Aileen Lu, Yu-Jia Shiah, Amin Zia, Ryan Othniel Kearns, Paul C. Boutros |
BMC Bioinform. | 4 |
| 2012 | NanoStringNorm: an extensible R package for the pre-processing of NanoString mRNA and miRNA dataabstractMOTIVATION: The NanoString nCounter Platform is a new and promising technology for measuring nucleic acid abundances. It has several advantages over PCR-based techniques, including avoidance of amplification, direct sequence interrogation and digital detection for absolute quantification. These features minimize aspects of experimental error and hold promise for dealing with challenging experimental conditions such as archival formalin-fixed paraffin-embedded samples. However, systematic inter-sample technical artifacts caused by variability in sample preservation, bio-molecular extraction and platform fluctuations must be removed to ensure robust data. RESULTS: To facilitate this process and to address these issues for NanoString datasets, we have written a pre-processing package called NanoStringNorm in the R statistical language. Key features include an extensible environment for method comparison and new algorithm development, integrated gene and sample diagnostics, and facilitated downstream statistical analysis. The package is open-source, is available through the CRAN package repository, includes unit-tests to ensure numerical accuracy, and provides visual and numeric diagnostics. AVAILABILITY: http://cran.r-project.org/web/packages/NanoStringNorm Daryl Waggott, Kenneth C. Chu, Shaoming Yin, Bradly G. Wouters, Fei-Fei Liu, Paul C. Boutros |
Bioinform. | 1 |