دنبال کردن
Dr. Suchi Saria
Dr. Suchi Saria
John C. Malone Endowed Chair; Computer Science, Statistics, Medicine, Health Policy, Johns Hopkins
ایمیل تأیید شده در cs.jhu.edu - صفحهٔ اصلی
عنوان
نقل شده توسط
نقل شده توسط
سال
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
14862014
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
840*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
8402019
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
6472015
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
5312021
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
4322020
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
4232022
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
4192019
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
4142018
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
303*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
2612004
From development to deployment: dataset shift, causality, and shift-stable models in health AI‏
A Subbaswamy, S Saria‏
Biostatistics 21 (2), 345-352, 2020‏
2562020
Reliable Decision Support Using Counterfactual Models‏
P Schulam, S Saria‏
Neural Information Processing Systems (NIPS), 2017‏
2472017
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
1972022
Preventing Failures Due to Dataset Shift: Learning Predictive Models That Transport‏
A Subbaswamy, P Schulam, S Saria‏
Artificial Intelligence and Statistics (AISTATS), 2018‏
1842018
Subtyping: What it is and its role in precision medicine‏
S Saria, A Goldenberg‏
IEEE Intelligent Systems 30 (4), 70-75, 2015‏
1442015
Developing Predictive Models Using Electronic Medical Records: Challenges and Pitfalls‏
C Paxton, A Niculescu-Mizil, S Saria‏
AMIA Annual Symposium Proceedings 2013, 1109, 2013‏
1412013
Human–machine teaming is key to AI adoption: clinicians’ experiences with a deployed machine learning system‏
KE Henry, R Kornfield, A Sridharan, RC Linton, C Groh, T Wang, A Wu, ...‏
npj Digital Medicine 5 (1), 1-6, 2022‏
1372022
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
1312015
Can You Trust This Prediction? Auditing Pointwise Reliability After Learning‏
P Schulam, S Saria‏
Artificial Intelligence and Statistics (AISTATS), 2019‏
1292019
سیستم در حال حاضر قادر به انجام عملکرد نیست. بعداً دوباره امتحان کنید.
مقاله‌ها 1–20