David A. Knowles
Impact in
- Genetics top 1%
- Genetic Associations and Epidemiology
- Genomics and Rare Diseases
- Molecular Biology top 2%
- RNA Research and Splicing
- RNA modifications and cancer
- RNA and protein synthesis mechanisms
- Single-cell and spatial transcriptomics
- Epigenetics and DNA Methylation
Papers in
-
- RNA Research and Splicing 8
- RNA modifications and cancer 8
- Gene expression and cancer classification 7
- Bioinformatics and Genomic Networks 6
- Single-cell and spatial transcriptomics 5
- Genetics 16
- Genetic Associations and Epidemiology 8
- Co-authors
- Yang Li (3 shared papers)Jonathan K. Pritchard (6 shared papers)Zoubin Ghahramani (15 shared papers)David E. Golan (3 shared papers)Hae Kyung Im (2 shared papers)Alvaro Barbeira (2 shared papers)Yoav Gilad (3 shared papers)Hong Gao (1 shared paper)
- Journals
- The American Journal of Human Genetics (6 papers)Nature Genetics (4 papers)Genome biology (3 papers)Nature Communications (2 papers)Genome Research (2 papers)
- Partner nations
- United StatesUnited KingdomCanada
In The Last Decade
David A. Knowles
59 papers receiving 5.0k citations
David A. Knowles's Hit Papers
Peers
Comparison fields: 5 of 168
- Genetics 1.4k
- Molecular Biology 2.9k
- Cancer Research 449
- Genetics 291
- Neurology 378
Countries citing papers authored by David A. Knowles
This map shows the geographic impact of David A. Knowles'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 David A. Knowles with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites David A. Knowles more than expected).
Fields of papers citing papers by David A. Knowles
This network shows the impact of papers produced by David A. Knowles. 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 David A. Knowles. The network helps show where David A. Knowles may publish in the future.
Co-authors
The 25 scholars most cited alongside David A. Knowles, 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 62 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Predicting Splicing from Primary Sequence with Deep Learning Hit paper breakdown → | 2019 | 1363 |
| 2 | Opportunities and challenges for transcriptome-wide association studies Hit paper breakdown → | 2019 | 549 |
| 3 | Therapeutic reduction of ataxin-2 extends lifespan and reduces pathology in TDP-43 mice Hit paper breakdown → | 2017 | 414 |
| 4 | RNA splicing is a primary link between genetic variation and disease Hit paper breakdown → | 2016 | 401 |
| 5 | 2017 | 380 | |
| 6 | 2011 | 233 | |
| 7 | 2017 | 213 | |
| 8 | 2019 | 158 | |
| 9 | 2017 | 90 | |
| 10 | 2023 | 81 | |
| 11 | 2017 | 78 | |
| 12 | 2007 | 76 | |
| 13 | 2018 | 74 | |
| 14 | 2016 | 73 | |
| 15 | 2011 | 70 | |
| 16 | 2022 | 67 | |
| 17 | 2011 | 67 | |
| 18 | 2001 | 64 | |
| 19 | 2015 | 55 | |
| 20 | 2002 | 54 |
About David A. Knowles
David A. Knowles is a scholar working on Molecular Biology, Genetics, Artificial Intelligence, Statistics and Probability and Cancer Research, having authored 62 papers that have together received 5.1k indexed citations. Recurring topics across this work include Bayesian Methods and Mixture Models (10 papers), RNA Research and Splicing (8 papers), Genetic Associations and Epidemiology (8 papers), RNA modifications and cancer (8 papers), Gene expression and cancer classification (7 papers), Statistical Methods and Inference (6 papers), Bioinformatics and Genomic Networks (6 papers) and Single-cell and spatial transcriptomics (5 papers). The work is most often cited by research in Genetics (1.4k citations), Molecular Biology (2.9k citations), Cancer Research (449 citations), Genetics (291 citations) and Neurology (378 citations). David A. Knowles has collaborated with scholars based in United States, United Kingdom and Canada. Frequent co-authors include Yang Li, Jonathan K. Pritchard, Zoubin Ghahramani, David E. Golan, Hae Kyung Im, Alvaro Barbeira, Yoav Gilad, Hong Gao, Amirali Kia and Grace Schwartz. Their work appears in journals such as The American Journal of Human Genetics, Nature Genetics, Genome biology, Nature Communications and Genome Research.
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.