David Sontag

66 papers and 3.4k indexed citations
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About

David Sontag is a scholar working on Artificial Intelligence, Molecular Biology and Health Information Management. According to data from OpenAlex, David Sontag has authored 66 papers receiving a total of 3.4k indexed citations (citations by other indexed papers that have themselves been cited), including 39 papers in Artificial Intelligence, 14 papers in Molecular Biology and 10 papers in Health Information Management. Recurrent topics in David Sontag’s work include Machine Learning in Healthcare (12 papers), Bayesian Modeling and Causal Inference (11 papers) and Topic Modeling (10 papers). David Sontag is often cited by papers focused on Machine Learning in Healthcare (12 papers), Bayesian Modeling and Causal Inference (11 papers) and Topic Modeling (10 papers). David Sontag collaborates with scholars based in United States, Israel and United Kingdom. David Sontag's co-authors include Yan Liu, Sanjay Purushotham, Zhengping Che, Tommi Jaakkola, Yacine Jernite, Yoni Halpern, Alexander M. Rush, Steven Horng, Yoon Kim and Amir Globerson and has published in prestigious journals such as Nature Medicine, Nature Communications and Blood.

In The Last Decade

Co-authorship network of co-authors of David Sontag

This figure shows the co-authorship network connecting the top 25 collaborators of David Sontag. A scholar is included among the top collaborators of David Sontag 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 David Sontag. David Sontag is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

David Sontag

63 papers receiving 3.2k citations

Fields of papers citing papers by David Sontag

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Countries citing papers authored by David Sontag

Since Specialization
Citations

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