Daniela Witten

84 papers and 13.6k indexed citations
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About

Daniela Witten is a scholar working on Molecular Biology, Statistics and Probability and Artificial Intelligence. According to data from OpenAlex, Daniela Witten has authored 84 papers receiving a total of 13.6k indexed citations (citations by other indexed papers that have themselves been cited), including 41 papers in Molecular Biology, 31 papers in Statistics and Probability and 18 papers in Artificial Intelligence. Recurrent topics in Daniela Witten’s work include Statistical Methods and Inference (30 papers), Gene expression and cancer classification (24 papers) and Advanced Statistical Methods and Models (8 papers). Daniela Witten is often cited by papers focused on Statistical Methods and Inference (30 papers), Gene expression and cancer classification (24 papers) and Advanced Statistical Methods and Models (8 papers). Daniela Witten collaborates with scholars based in United States, Canada and Sweden. Daniela Witten's co-authors include Robert Tibshirani, Gregory M. Cooper, Jay Shendure, Martin Kircher, Trevor Hastie, Brian J. O’Roak, Gareth James, Philipp Rentzsch, Pei Wang and Patrick Danaher and has published in prestigious journals such as Nucleic Acids Research, Nature Genetics and Journal of Clinical Oncology.

In The Last Decade

Co-authorship network of co-authors of Daniela Witten

This figure shows the co-authorship network connecting the top 25 collaborators of Daniela Witten. A scholar is included among the top collaborators of Daniela Witten based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Daniela Witten. Daniela Witten is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

Fields of papers citing papers by Daniela Witten

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Daniela Witten. 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 Daniela Witten. The network helps show where Daniela Witten may publish in the future.

Countries citing papers authored by Daniela Witten

Since Specialization
Citations

This map shows the geographic impact of Daniela Witten'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 Daniela Witten with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Daniela Witten more than expected).

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.

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2026