Suchi Saria
Suchi Saria
John C. Malone Associate Professor of Computer Science, Statistics, and Health Policy, Johns Hopkins
Verified email at cs.jhu.edu - Homepage
Title
Cited by
Cited by
Year
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
6362014
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
2542015
Microsoft Cambridge at TREC 13: Web and Hard Tracks.
H Zaragoza, N Craswell, MJ Taylor, S Saria, SE Robertson
TREC 4, 1-1, 2004
1942004
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
1572010
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
802015
Learning individual and population level traits from clinical temporal data
S Saria, D Koller, A Penn
Proc. Neural Information Processing Systems (NIPS), Predictive Models in …, 2010
78*2010
Developing Predictive Models Using Electronic Medical Records: Challenges and Pitfalls
C Paxton, A Niculescu-Mizil, S Saria
AMIA Annual Symposium Proceedings 2013, 1109, 2013
752013
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
722018
A Framework for Individualizing Predictions of Disease Trajectories by Exploiting Multiresolution Structure
P Schulam, S Saria
Neural Information Processing Systems 28, 2015
692015
A Framework for Individualizing Predictions of Disease Trajectories by Exploiting Multi-Resolution Structure: Supplement
P Schulam, S Saria
66*2015
Probabilistic Plan Recognition in Multiagent Systems.
S Saria, S Mahadevan
International Conference on Automated Planning and Scheduling (ICAPS), 287-296, 2004
632004
Reliable Decision Support Using Counterfactual Models
P Schulam, S Saria
Neural Information Processing Systems (NIPS), 2017
60*2017
Subtyping: What it is and its role in precision medicine
S Saria, A Goldenberg
IEEE Intelligent Systems 30 (4), 70-75, 2015
602015
Reasoning at the right time granularity
S Saria, U Nodelman, D Koller
Uncertainty in Artificial Intelligence, 2007
46*2007
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
372016
Convex envelopes of complexity controlling penalties: the case against premature envelopment
V Jojic, S Saria, D Koller
International Conference on Artificial Intelligence and Statistics, 399-406, 2011
332011
A Bayesian Nonparametric Approach for Estimating Individualized Treatment-Response Curves
Y Xu, Y Xu, S Saria
Machine Learning for Healthcare Conference 56, 282-300, 2016
31*2016
Learning (Predictive) Risk Scores in the Presence of Censoring due to Interventions
K Dyagilev, S Saria
Machine Learning, 1-26, 2015
31*2015
Dissecting an Online Intervention for Cancer Survivors: Four Exploratory Analyses of Internet Engagement and Its Effects on Health Status and Health Behaviors
Z Chen, PW Koh, PL Ritter, K Lorig, EOC Bantum, S Saria
Health Education & Behavior, 2014
312014
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
282019
The system can't perform the operation now. Try again later.
Articles 1–20