Suchi Saria

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Peter SchulamAmazon AlexaDirección de correo verificada de amazon.com
Adarsh SubbaswamyPhD candidate, Johns Hopkins UniversityDirección de correo verificada de jhu.edu
Katharine HenryData Scientist at Janssen R&D | PhD Computer Science from Johns Hopkins UniversityDirección de correo verificada de jhu.edu
Daphne KollerCEO and Founder, insitroDirección de correo verificada de insitro.com
Andong Zhan (展安东)Snowflake Inc.Dirección de correo verificada de snowflake.com
David N. HagerAssociate Professor of Medicine, Johns Hopkins UniversityDirección de correo verificada de jhmi.edu
David BatesProfessor of Medicine, Harvard Medical SchoolDirección de correo verificada de partners.org
Max A LittleUniversity of Birmingham/MITDirección de correo verificada de mit.edu
Anna GoldenbergScientist, SickKids Research Institute; Assistant Professor Department of Computer Science, University of TorontoDirección de correo verificada de utoronto.ca
Lucila Ohno-MachadoUniversity of California San DiegoDirección de correo verificada de ucsd.edu
Roy AdamsJohns Hopkins UniversityDirección de correo verificada de jhu.edu
Hossein SoleimaniUniversity of California, San FranciscoDirección de correo verificada de ucsf.edu
Peter Pronovost, MD, PhDChief Clinical Transformation Officer University Hosptials ClevelandDirección de correo verificada de uhhospitals.org
Isaac KohaneHarvard Medical School, Children's Hospital, Brigham and Women's HospitalDirección de correo verificada de hms.harvard.edu
Jenna WiensUniversity of MichiganDirección de correo verificada de umich.edu
Finale Doshi-VelezProfessor, HarvardDirección de correo verificada de seas.harvard.edu
Andreas TerzisGoogle BrainDirección de correo verificada de google.com
Nick CraswellMicrosoftDirección de correo verificada de microsoft.com
Yanbo XuGeorgia Institute of TechnologyDirección de correo verificada de gatech.edu
Kirill DyagilevCorticaDirección de correo verificada de cortica.com

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Suchi Saria

John C. Malone Associate Professor of Computer Science, Statistics, Health Policy, Johns Hopkins

Dirección de correo verificada de cs.jhu.edu - Página principal

Machine Learning Reasoning under Uncertainty Causal Inference Computational Healthcare


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
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	1068	2014
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	472	2015
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	339*	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	331	2019
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	247	2018
Microsoft Cambridge at TREC 13: Web and Hard Tracks. H Zaragoza, N Craswell, MJ Taylor, S Saria, SE Robertson TREC 4, 1-1, 2004	228	2004
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	219	2010
Reliable Decision Support Using Counterfactual Models P Schulam, S Saria Neural Information Processing Systems (NIPS), 2017	161*	2017
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	118	2020
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	113	2015
Preventing Failures Due to Dataset Shift: Learning Predictive Models That Transport A Subbaswamy, P Schulam, S Saria Artificial Intelligence and Statistics (AISTATS), 2018	111*	2018
Developing Predictive Models Using Electronic Medical Records: Challenges and Pitfalls C Paxton, A Niculescu-Mizil, S Saria AMIA Annual Symposium Proceedings 2013, 1109, 2013	110	2013
A Framework for Individualizing Predictions of Disease Trajectories by Exploiting Multiresolution Structure P Schulam, S Saria Neural Information Processing Systems 28, 2015	105	2015
Learning individual and population level traits from clinical temporal data S Saria, D Koller, A Penn Proceedings of Neural Information Processing Systems, 1-9, 2010	97*	2010
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	96	2021
Subtyping: What it is and its role in precision medicine S Saria, A Goldenberg IEEE Intelligent Systems 30 (4), 70-75, 2015	95	2015
From development to deployment: dataset shift, causality, and shift-stable models in health AI A Subbaswamy, S Saria Biostatistics 21 (2), 345-352, 2020	88	2020
Better medicine through machine learning: What’s real, and what’s artificial? S Saria, A Butte, A Sheikh PLoS medicine 15 (12), 2018	74	2018
Probabilistic Plan Recognition in Multiagent Systems. S Saria, S Mahadevan International Conference on Automated Planning and Scheduling (ICAPS), 287-296, 2004	71	2004
High Frequency Remote Monitoring of Parkinson's Disease via Smartphone: Platform Overview and Medication Response Detection A Zhan, MA Little, DA Harris, SO Abiola, E Dorsey, S Saria, A Terzis arXiv preprint arXiv:1601.00960, 2016	68	2016

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