Suchi Saria
- Health Informatics top 0.02%
- Artificial Intelligence in Healthcare and Education 14
- Health Information Management top 0.1%
- Artificial Intelligence in Healthcare 9
- Family Practice top 1%
- Clinical Reasoning and Diagnostic Skills 6
- Artificial Intelligence top 1%
- Machine Learning in Healthcare 24
- Bayesian Modeling and Causal Inference 7
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- Sepsis Diagnosis and Treatment 15
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- Neonatal Respiratory Health Research 5
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- Statistical Methods and Inference 5
- Co-authors
- David W. BatesLucila Ohno‐MachadoGabriel J. EscobarAnand ShahKatharine E. HenryDavid N. HagerPeter J. PronovostAdarsh Subbaswamy
- Partner nations
- United StatesNetherlandsUnited Kingdom
In The Last Decade
Suchi Saria
78 papers receiving 3.9k citations
Hit Papers
Peers
Comparison fields: 5 of 173
- Health Informatics 942
- Health Information Management 691
- Family Practice 181
- Artificial Intelligence 1.3k
- Medical Laboratory Technology 58
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-authorship network
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
| # | Work | ||
|---|---|---|---|
| 1 | 2025 | 0 | |
| 2 | 2025 | 13 | |
| 3 | 2024 | 6 | |
| 4 | 2024 | 3 | |
| 5 | 2022 | 117 | |
| 6 | 2022 | 60 | |
| 7 | 2022 | 8 | |
| 8 | Evaluating Model Robustness and Stability to Dataset Shift | 2021 | 2 |
| 9 | 2021 | 12 | |
| 10 | 2020 | 37 | |
| 11 | 2019 | 28 | |
| 12 | 2018 | 36 | |
| 13 | Learning Predictive Models That Transport. | 2018 | 1 |
| 14 | 2017 | 30 | |
| 15 | What-If Reasoning with Counterfactual Gaussian Processes | 2017 | 1 |
| 16 | What-If Reasoning using Counterfactual Gaussian Processes | 2017 | 1 |
| 17 | A Bayesian Nonparametric Approach for Estimating Individualized Treatment-Response Curves | 2016 | 5 |
| 18 | Integrative analysis using coupled latent variable models for individualizing prognoses | 2016 | 6 |
| 19 | Convex envelopes of complexity controlling penalties: the case against premature envelopment | 2011 | 12 |
| 20 | Probabilistic plan recognition in multiagent systems | 2004 | 29 |
About Suchi Saria
Suchi Saria is a scholar working on Health Informatics, Family Practice, Health Information Management, Artificial Intelligence and Statistics and Probability, having authored 80 papers that have together received 4.0k indexed citations. Recurring topics across this work include Machine Learning in Healthcare (24 papers), Sepsis Diagnosis and Treatment (15 papers), Artificial Intelligence in Healthcare and Education (14 papers), Artificial Intelligence in Healthcare (9 papers), Bayesian Modeling and Causal Inference (7 papers), Clinical Reasoning and Diagnostic Skills (6 papers), Neonatal Respiratory Health Research (5 papers) and Statistical Methods and Inference (5 papers). The work is most often cited by research in Health Informatics (942 citations), Health Information Management (691 citations), Family Practice (181 citations), Artificial Intelligence (1.3k citations) and Medical Laboratory Technology (58 citations). Suchi Saria has collaborated with scholars based in United States, Netherlands and United Kingdom. Frequent co-authors include David W. Bates, Lucila Ohno‐Machado, Gabriel J. Escobar, Anand Shah, Katharine E. Henry, David N. Hager, Peter J. Pronovost, Adarsh Subbaswamy, Anna Goldenberg and Peter Schulam. Their work appears in journals such as Critical Care Medicine, Nature Medicine, Health Affairs, 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.