David Sontag
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 75 papers receiving a total of 3.8k indexed citations (citations by other indexed papers that have themselves been cited), including 47 papers in Artificial Intelligence, 18 papers in Molecular Biology and 10 papers in Health Information Management. Recurrent topics in David Sontag’s work include Machine Learning in Healthcare (15 papers), Bayesian Modeling and Causal Inference (13 papers) and Topic Modeling (12 papers). David Sontag is often cited by papers focused on Machine Learning in Healthcare (15 papers), Bayesian Modeling and Causal Inference (13 papers) and Topic Modeling (12 papers). David Sontag collaborates with scholars based in United States, Israel and United Kingdom. David Sontag's co-authors include Zhengping Che, Sanjay Purushotham, Yan Liu, Yacine Jernite, Yoon Kim, Alexander M. Rush, Yoni Halpern, Steven Horng, Tommi Jaakkola 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 i
Fields of papers citing papers by David Sontag
Since SpecializationEngineeringComputer SciencePhysics and AstronomyMathematicsEarth and Planetary SciencesEnergyEnvironmental ScienceMaterials ScienceChemical EngineeringChemistryAgricultural and Biological SciencesVeterinaryDecision SciencesArts and HumanitiesBusiness, Management and AccountingSocial SciencesPsychologyEconomics, Econometrics and FinanceHealth ProfessionsDentistryMedicineBiochemistry, Genetics and Molecular BiologyNeuroscienceNursingImmunology and MicrobiologyPharmacology, Toxicology and Pharmaceutics
This network shows the specialization of papers citing the papers produced by David Sontag. Nodes represent fields, and links connect fields that are likely to share authors. The network helps show where David Sontag may publish in the future.
Countries citing papers authored by David Sontag
Since SpecializationCitations
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).
Explore authors with similar magnitude of impact
Breakdown of academic impact, for papers by S. G. Hinch Breakdown of academic impact, for papers by Alec Marantz Breakdown of academic impact, for papers by Alfredo J. Artiles Breakdown of academic impact, for papers by Ron Jacob Breakdown of academic impact, for papers by Dennis E. Hourcade Breakdown of academic impact, for papers by Jesper Lau Breakdown of academic impact, for papers by R. David Andrew Breakdown of academic impact, for papers by Niels Hermes