Kirk E Roberts
Impact in
- Health Informatics top 0.2%
- Artificial Intelligence in Healthcare and Education
- Artificial Intelligence top 0.5%
- Machine Learning in Healthcare
- Topic Modeling
- Natural Language Processing Techniques
- Sentiment Analysis and Opinion Mining
Papers in
-
- Machine Learning in Healthcare 38
- Topic Modeling 26
- Natural Language Processing Techniques 24
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- Artificial Intelligence in Healthcare and Education 14
- Co-authors
- Dina Demner Fushman (26 shared papers)Sanda M. Harabagiu (20 shared papers)Yuqi Si (11 shared papers)Hua Xu (14 shared papers)Bryan Rink (10 shared papers)Surabhi Datta (10 shared papers)William Hersh (13 shared papers)Jingcheng Du (4 shared papers)
- Journals
- Journal of the American Medical Informatics Association (17 papers)Journal of Biomedical Informatics (12 papers)Database (6 papers)Language Resources and Evaluation (5 papers)BMC Bioinformatics (2 papers)
- Partner nations
- United StatesChinaAustralia
In The Last Decade
Kirk E Roberts
141 papers receiving 3.4k citations
Kirk E Roberts's Hit Papers
Peers
Comparison fields: 5 of 141
- Health Informatics 437
- Artificial Intelligence 1.8k
- Health Information Management 237
- Information Systems 606
- Molecular Biology 974
Countries citing papers authored by Kirk E Roberts
This map shows the geographic impact of Kirk E Roberts'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 Kirk E Roberts with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Kirk E Roberts more than expected).
Fields of papers citing papers by Kirk E Roberts
This network shows the impact of papers produced by Kirk E Roberts. 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 Kirk E Roberts. The network helps show where Kirk E Roberts may publish in the future.
Co-authors
The 25 scholars most cited alongside Kirk E Roberts, 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 147 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | 2019 | 343 | |
| 2 | 2016 | 287 | |
| 3 | 2019 | 231 | |
| 4 | Improving large language models for clinical named entity recognition via prompt engineering Hit paper breakdown → | 2023 | 185 |
| 5 | 2012 | 163 | |
| 6 | 2020 | 149 | |
| 7 | 2011 | 129 | |
| 8 | 2020 | 88 | |
| 9 | 2020 | 86 | |
| 10 | 2019 | 77 | |
| 11 | Overview of the TREC 2015 Clinical Decision Support Track. | 2015 | 75 |
| 12 | 2015 | 66 | |
| 13 | 2011 | 55 | |
| 14 | 2021 | 50 | |
| 15 | 2016 | 46 | |
| 16 | Question Answering with LCC's CHAUCER-2 at TREC 2007 | 2006 | 42 |
| 17 | 2020 | 41 | |
| 18 | 2022 | 39 | |
| 19 | 2020 | 38 | |
| 20 | 2020 | 37 |
About Kirk E Roberts
Kirk E Roberts is a scholar working on Artificial Intelligence, Health Informatics, Molecular Biology, Information Systems and Health Information Management, having authored 147 papers that have together received 3.6k indexed citations. Recurring topics across this work include Biomedical Text Mining and Ontologies (68 papers), Machine Learning in Healthcare (38 papers), Topic Modeling (26 papers), Natural Language Processing Techniques (24 papers), Information Retrieval and Search Behavior (24 papers), Artificial Intelligence in Healthcare and Education (14 papers), Mental Health via Writing (7 papers) and Electronic Health Records Systems (7 papers). The work is most often cited by research in Health Informatics (437 citations), Artificial Intelligence (1.8k citations), Health Information Management (237 citations), Information Systems (606 citations) and Molecular Biology (974 citations). Kirk E Roberts has collaborated with scholars based in United States, China and Australia. Frequent co-authors include Dina Demner Fushman, Sanda M. Harabagiu, Yuqi Si, Hua Xu, Bryan Rink, Surabhi Datta, William Hersh, Jingcheng Du, Sarvesh Soni and Ellen M. Voorhees. Their work appears in journals such as Journal of the American Medical Informatics Association, Journal of Biomedical Informatics, Database, Language Resources and Evaluation and BMC Bioinformatics.
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.