Suchi Saria
Impact in
- Health Informatics top 0.02%
- Artificial Intelligence in Healthcare and Education
- Health Information Management top 0.05%
- Artificial Intelligence in Healthcare
Papers in
-
- Machine Learning in Healthcare 20
- Bayesian Modeling and Causal Inference 7
- Epidemiology 14
- Sepsis Diagnosis and Treatment 11
- Co-authors
- David W. Bates (4 shared papers)Gabriel J. Escobar (2 shared papers)Anand Shah (2 shared papers)Lucila Ohno‐Machado (2 shared papers)Katharine E. Henry (9 shared papers)David N. Hager (4 shared papers)Peter J. Pronovost (3 shared papers)Anna Goldenberg (2 shared papers)
- Journals
- Critical Care Medicine (8 papers)Nature Medicine (5 papers)IEEE Intelligent Systems (2 papers)npj Digital Medicine (2 papers)JAMA (2 papers)
- Partner nations
- United StatesUnited KingdomNetherlands
In The Last Decade
Suchi Saria
81 papers receiving 4.4k citations
Suchi Saria's Hit Papers
Peers
Comparison fields: 5 of 171
- Health Informatics 933
- Health Information Management 676
- Family Practice 124
- Medical Laboratory Technology 52
- Artificial Intelligence 1.2k
Countries citing papers authored by Suchi Saria
This map shows the geographic impact of Suchi Saria'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 Suchi Saria with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Suchi Saria more than expected).
Fields of papers citing papers by Suchi Saria
This network shows the impact of papers produced by Suchi Saria. 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 Suchi Saria. The network helps show where Suchi Saria may publish in the future.
Co-authors
The 25 scholars most cited alongside Suchi Saria, 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 81 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Big Data In Health Care: Using Analytics To Identify And Manage High-Risk And High-Cost Patients Hit paper breakdown → | 2014 | 869 |
| 2 | Do no harm: a roadmap for responsible machine learning for health care Hit paper breakdown → | 2019 | 593 |
| 3 | A targeted real-time early warning score (TREWScore) for septic shock Hit paper breakdown → | 2015 | 383 |
| 4 | 2020 | 364 | |
| 5 | Using Smartphones and Machine Learning to Quantify Parkinson Disease Severity Hit paper breakdown → | 2018 | 293 |
| 6 | Prospective, multi-site study of patient outcomes after implementation of the TREWS machine learning-based early warning system for sepsis Hit paper breakdown → | 2022 | 181 |
| 7 | 2019 | 147 | |
| 8 | 2010 | 144 | |
| 9 | 2022 | 135 | |
| 10 | 2015 | 93 | |
| 11 | 2022 | 73 | |
| 12 | 2020 | 73 | |
| 13 | 2022 | 72 | |
| 14 | 2023 | 67 | |
| 15 | 2015 | 64 | |
| 16 | Developing predictive models using electronic medical records: challenges and pitfalls. | 2013 | 59 |
| 17 | Use of artificial intelligence in critical care: opportunities and obstacles Hit paper breakdown → | 2024 | 54 |
| 18 | 2021 | 48 | |
| 19 | 2020 | 39 | |
| 20 | 2022 | 39 |
About Suchi Saria
Suchi Saria is a scholar working on Artificial Intelligence, Epidemiology, Health Information Management, Health Informatics and Family Practice, having authored 81 papers that have together received 4.6k indexed citations. Recurring topics across this work include Machine Learning in Healthcare (20 papers), Sepsis Diagnosis and Treatment (11 papers), Artificial Intelligence in Healthcare and Education (10 papers), Artificial Intelligence in Healthcare (8 papers), Bayesian Modeling and Causal Inference (7 papers), Clinical Reasoning and Diagnostic Skills (6 papers), Statistical Methods and Inference (5 papers) and Health, Environment, Cognitive Aging (4 papers). The work is most often cited by research in Health Informatics (933 citations), Health Information Management (676 citations), Family Practice (124 citations), Medical Laboratory Technology (52 citations) and Artificial Intelligence (1.2k citations). Suchi Saria has collaborated with scholars based in United States, United Kingdom and Netherlands. Frequent co-authors include David W. Bates, Gabriel J. Escobar, Anand Shah, Lucila Ohno‐Machado, Katharine E. Henry, David N. Hager, Peter J. Pronovost, Anna Goldenberg, Adarsh Subbaswamy and Daphne Koller. Their work appears in journals such as Critical Care Medicine, Nature Medicine, IEEE Intelligent Systems, npj Digital Medicine and JAMA.
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.