Dr. Suchi Saria

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Adarsh SubbaswamyU.S. Food and Drug AdministrationGeverifieerd e-mailadres voor fda.hhs.gov
Peter SchulamAmazonGeverifieerd e-mailadres voor amazon.com
Katharine HenryData Scientist at Janssen R&D | PhD Computer Science from Johns Hopkins UniversityGeverifieerd e-mailadres voor jhu.edu
Andong Zhan (展安东)Snowflake Inc.Geverifieerd e-mailadres voor snowflake.com
Daphne KollerCEO and Founder, insitroGeverifieerd e-mailadres voor insitro.com
Roy AdamsJohns Hopkins UniversityGeverifieerd e-mailadres voor jhu.edu
David N. HagerAssociate Professor of Medicine, Johns Hopkins UniversityGeverifieerd e-mailadres voor jhmi.edu
David BatesProfessor of Medicine, Harvard Medical SchoolGeverifieerd e-mailadres voor partners.org
Hossein SoleimaniUniversity of California, San FranciscoGeverifieerd e-mailadres voor ucsf.edu
E. Ray DorseyProfessor of Neurology, University of RochesterGeverifieerd e-mailadres voor chet.rochester.edu
Anna GoldenbergScientist, SickKids Research Institute; Assistant Professor Department of Computer Science, University of TorontoGeverifieerd e-mailadres voor utoronto.ca
Isaac KohaneHarvard Medical School, Children's Hospital, Brigham and Women's HospitalGeverifieerd e-mailadres voor hms.harvard.edu
Max A LittleUniversity of BirminghamGeverifieerd e-mailadres voor mit.edu
Peter Pronovost, MD, PhDChief Clinical Transformation Officer University Hosptials ClevelandGeverifieerd e-mailadres voor uhhospitals.org
Lucila Ohno-MachadoUniversity of California San DiegoGeverifieerd e-mailadres voor ucsd.edu
Jenna WiensUniversity of MichiganGeverifieerd e-mailadres voor umich.edu
Finale Doshi-VelezProfessor, HarvardGeverifieerd e-mailadres voor seas.harvard.edu
Dr. Marzyeh GhassemiAssociate Professor, EECS/IMES, MITGeverifieerd e-mailadres voor mit.edu
Atul J. ButteDirector, Bakar Computational Health Sciences Institute, University of California, San FranciscoGeverifieerd e-mailadres voor ucsf.edu
Andreas TerzisGoogle DeepmindGeverifieerd e-mailadres voor google.com

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Dr. Suchi Saria

John C. Malone Endowed Chair; Computer Science, Statistics, Medicine, Health Policy, Johns Hopkins

Geverifieerd e-mailadres voor cs.jhu.edu - Homepage

AI Health AI Machine Learning Reasoning under Uncertainty Causal Inference


Titel Sorteren op citaties Sorteren op jaar Sorteren op titel	Geciteerd door Geciteerd door	Jaar
Big data in health care: using analytics to identify and manage high-risk and high-cost patients DW Bates, S Saria, L Ohno-Machado, A Shah, G Escobar Health Affairs 33 (7), 1123-1131, 2014	1446	2014
Do no harm: a roadmap for responsible machine learning for health care (vol 25, pg 1337, 2019) J Wiens, S Saria, M Sendak, M Ghassemi, VX Liu, F Doshi-Velez, ... NATURE MEDICINE 25 (10), 1627-1627, 2019	800*	2019
Do no harm: a roadmap for responsible machine learning for health care J Wiens, S Saria, M Sendak, M Ghassemi, VX Liu, F Doshi-Velez, K Jung, ... Nature Medicine, 1-4, 2019	800	2019
A targeted real-time early warning score (TREWScore) for septic shock KE Henry, DN Hager, PJ Pronovost, S Saria Science Translational Medicine 7 (299), 299ra122-299ra122, 2015	626	2015
The Clinician and Dataset Shift in Artificial Intelligence SG Finlayson, A Subbaswamy, K Singh, J Bowers, A Kupke, J Zittrain, ... New England Journal of Medicine 385 (3), 283-286, 2021	492	2021
Minimum information about clinical artificial intelligence modeling: the MI-CLAIM checklist B Norgeot, G Quer, BK Beaulieu-Jones, A Torkamani, R Dias, ... Nature Medicine 26 (9), 1320-1324, 2020	415	2020
Using Smartphones and Machine Learning to Quantify Parkinson Disease Severity: the Mobile Parkinson Disease Score A Zhan, S Mohan, C Tarolli*, RB Schneider, JL Adams, S Sharma, ... JAMA Neurology, 2018	405	2018
Artificial intelligence in health care: The hope, the hype, the promise, the peril M Matheny, ST Israni, M Ahmed, D Whicher Washington, DC: National Academy of Medicine 10, 2019	395	2019
Reporting guideline for the early stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI B Vasey, M Nagendran, B Campbell, DA Clifton, GS Collins, S Denaxas, ... bmj 377, 2022	365	2022
Integration of early physiological responses predicts later illness severity in preterm infants S Saria, AK Rajani, J Gould, D Koller, AA Penn Science translational medicine 2 (48), 48ra65-48ra65, 2010	293*	2010
Microsoft Cambridge at TREC 13: Web and Hard Tracks. H Zaragoza, N Craswell, MJ Taylor, S Saria, SE Robertson TREC 4, 1-1, 2004	262	2004
From development to deployment: dataset shift, causality, and shift-stable models in health AI A Subbaswamy, S Saria Biostatistics 21 (2), 345-352, 2020	243	2020
Reliable Decision Support Using Counterfactual Models P Schulam, S Saria Neural Information Processing Systems (NIPS), 2017	235	2017
Preventing Failures Due to Dataset Shift: Learning Predictive Models That Transport A Subbaswamy, P Schulam, S Saria Artificial Intelligence and Statistics (AISTATS), 2018	180	2018
Prospective, multi-site study of patient outcomes after implementation of the TREWS machine learning-based early warning system for sepsis R Adams, KE Henry, A Sridharan, H Soleimani, A Zhan, N Rawat, ... Nature medicine 28 (7), 1455-1460, 2022	168	2022
Subtyping: What it is and its role in precision medicine S Saria, A Goldenberg IEEE Intelligent Systems 30 (4), 70-75, 2015	143	2015
Developing Predictive Models Using Electronic Medical Records: Challenges and Pitfalls C Paxton, A Niculescu-Mizil, S Saria AMIA Annual Symposium Proceedings 2013, 1109, 2013	137	2013
Clustering Longitudinal Clinical Marker Trajectories from Electronic Health Data: Applications to Phenotyping and Endotype Discovery P Schulam, F Wigley, S Saria American Association for Artificial Intelligence 29 (3), 2956-2964, 2015	126	2015
Can You Trust This Prediction? Auditing Pointwise Reliability After Learning P Schulam, S Saria Artificial Intelligence and Statistics (AISTATS), 2019	122	2019
A Framework for Individualizing Predictions of Disease Trajectories by Exploiting Multiresolution Structure P Schulam, S Saria Neural Information Processing Systems 28, 2015	118	2015

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