Byron Wallace
Impact in
- Health Informatics top 0.5%
-
- Meta-analysis and systematic reviews
Papers in
-
- Topic Modeling 63
- Natural Language Processing Techniques 28
- Machine Learning in Healthcare 12
- Machine Learning and Data Classification 10
- Explainable Artificial Intelligence (XAI) 10
- Advanced Text Analysis Techniques 9
-
- Biomedical Text Mining and Ontologies 25
- Co-authors
- Thomas A Trikalinos (27 shared papers)Iain Marshall (29 shared papers)Joseph Lau (10 shared papers)Christopher H. Schmid (11 shared papers)Issa J Dahabreh (9 shared papers)Carla E. Brodley (13 shared papers)Joël Kuiper (8 shared papers)Kevin Small (9 shared papers)
- Journals
- Journal of the American Medical Informatics Association (5 papers)Journal of Clinical Epidemiology (3 papers)Systematic Reviews (3 papers)Research Synthesis Methods (2 papers)Journal of Biomedical Informatics (2 papers)
- Partner nations
- United StatesUnited KingdomMexico
In The Last Decade
Byron Wallace
124 papers receiving 6.1k citations
Byron Wallace's Hit Papers
Peers
Comparison fields: 5 of 202
- Health Informatics 194
- Statistics, Probability and Uncertainty 650
- Artificial Intelligence 1.9k
- Computer Science Applications 153
- General Social Sciences 66
Countries citing papers authored by Byron Wallace
This map shows the geographic impact of Byron Wallace's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Byron Wallace with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Byron Wallace more than expected).
Fields of papers citing papers by Byron Wallace
This network shows the impact of papers produced by Byron Wallace. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Byron Wallace. The network helps show where Byron Wallace may publish in the future.
Co-authors
The 25 scholars most cited alongside Byron Wallace, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 133 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Closing the Gap between Methodologists and End-Users:Ras a Computational Back-End Hit paper breakdown → | 2012 | 917 |
| 2 | Meta-Analyst: software for meta-analysis of binary, continuous and diagnostic data Hit paper breakdown → | 2009 | 572 |
| 3 | Deploying an interactive machine learning system in an evidence-based practice center Hit paper breakdown → | 2012 | 438 |
| 4 | Open Hit paper breakdown → | 2016 | 344 |
| 5 | Toward systematic review automation: a practical guide to using machine learning tools in research synthesis Hit paper breakdown → | 2019 | 315 |
| 6 | Machine learning for identifying Randomized Controlled Trials: An evaluation and practitioner's guide Hit paper breakdown → | 2018 | 293 |
| 7 | 2010 | 243 | |
| 8 | 2019 | 238 | |
| 9 | 2016 | 194 | |
| 10 | 2015 | 190 | |
| 11 | 2017 | 116 | |
| 12 | 2011 | 116 | |
| 13 | 2009 | 102 | |
| 14 | 2014 | 87 | |
| 15 | Extracting PICO Sentences from Clinical Trial Reports using Supervised Distant Supervision. | 2016 | 80 |
| 16 | 2017 | 77 | |
| 17 | 2014 | 73 | |
| 18 | 2010 | 73 | |
| 19 | 2013 | 64 | |
| 20 | 2017 | 63 |
About Byron Wallace
Byron Wallace is a scholar working on Artificial Intelligence, Molecular Biology, Statistics, Probability and Uncertainty, Computer Science Applications and Information Systems, having authored 133 papers that have together received 6.3k indexed citations. Recurring topics across this work include Topic Modeling (63 papers), Natural Language Processing Techniques (28 papers), Biomedical Text Mining and Ontologies (25 papers), Meta-analysis and systematic reviews (20 papers), Machine Learning in Healthcare (12 papers), Machine Learning and Data Classification (10 papers), Explainable Artificial Intelligence (XAI) (10 papers) and Advanced Text Analysis Techniques (9 papers). The work is most often cited by research in Health Informatics (194 citations), Statistics, Probability and Uncertainty (650 citations), Artificial Intelligence (1.9k citations), Computer Science Applications (153 citations) and General Social Sciences (66 citations). Byron Wallace has collaborated with scholars based in United States, United Kingdom and Mexico. Frequent co-authors include Thomas A Trikalinos, Iain Marshall, Joseph Lau, Christopher H. Schmid, Issa J Dahabreh, Carla E. Brodley, Joël Kuiper, Kevin Small, Paul Trow and Sarthak Jain. Their work appears in journals such as Journal of the American Medical Informatics Association, Journal of Clinical Epidemiology, Systematic Reviews, Research Synthesis Methods and Journal of Biomedical Informatics.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.