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Samantha Kleinberg
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Nonconvulsive seizures after subarachnoid hemorrhage: Multimodal detection and outcomes
J Claassen, A Perotte, D Albers, S Kleinberg, JM Schmidt, B Tu, ...
Annals of neurology 74 (1), 53-64, 2013
1742013
A review of causal inference for biomedical informatics
S Kleinberg, G Hripcsak
Journal of biomedical informatics 44 (6), 1102-1112, 2011
1542011
Automated estimation of food type and amount consumed from body-worn audio and motion sensors
M Mirtchouk, C Merck, S Kleinberg
UbiComp, 2016
832016
Causality, Probability, and Time
S Kleinberg
Cambridge University Press, 2012
812012
Unintrusive Eating Recognition using Google Glass
SA Rahman, C Merck, Y Huang, S Kleinberg
Pervasive Health, 2015
732015
The temporal logic of causal structures
S Kleinberg, B Mishra
Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial …, 2009
682009
Combining Fourier and Lagged k-Nearest Neighbor Imputation for Biomedical Time Series Data
SA Rahman, Y Huang, J Claassen, N Heintzman, S Kleinberg
Journal of Biomedical Informatics, 2015
472015
Recognizing Eating from Body-Worn Sensors: Combining Free-living and Laboratory Data
M Mirtchouk, D Lustig, A Smith, I Ching, M Zheng, S Kleinberg
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2017
432017
Multimodality Sensing for Eating Recognition
C Merck, C Maher, M Mirtchouk, M Zheng, Y Huang, S Kleinberg
Pervasive Health, 2016
362016
A logic for causal inference in time series with discrete and continuous variables
S Kleinberg
Proceedings of the Twenty-Second international joint conference on …, 2011
312011
Why: A Guide to Finding and Using Causes
S Kleinberg
O'Reilly Media, 2015
262015
Using uncertain data from body-worn sensors to gain insight into type 1 diabetes
N Heintzman, S Kleinberg
Journal of Biomedical Informatics 63, 259-268, 2016
192016
Imputation of Missing Values in Time Series with Lagged Correlations
SA Rahman, Y Huang, J Claassen, S Kleinberg
2014 IEEE International Conference on Data Mining Workshop, 753-762, 2014
152014
Automated meal detection from continuous glucose monitor data through simulation and explanation
M Zheng, B Ni, S Kleinberg
Journal of the American Medical Informatics Association 26 (12), 1592-1599, 2019
132019
Fast and Accurate Causal Inference from Time Series Data.
Y Huang, S Kleinberg
FLAIRS Conference, 49-54, 2015
132015
Method, system, computer-accessible medium and software arrangement for organization and analysis of multiple sets of data
S Kleinberg, B Mishra
US Patent 8,090,747, 2012
132012
Lessons Learned in Replicating Data-Driven Experiments in Multiple Medical Systems and Patient Populations
S Kleinberg, N Elhadad
AMIA Annual Symposium Proceedings 2013, 786, 2013
122013
Causal Structure of Brain Physiology after Brain Injury from Subarachnoid Hemorrhage
J Claassen, SA Rahman, Y Huang, HP Frey, JM Schmidt, D Albers, ...
PLOS ONE 11 (4), e0149878, 2016
102016
Predicting malaria interactome classifications from time-course transcriptomic data along the intraerythrocytic developmental cycle
A Mitrofanova, S Kleinberg, J Carlton, S Kasif, B Mishra
Artificial Intelligence in Medicine 49 (3), 167-176, 2010
102010
Causal Inference with Rare Events in Large-Scale Time-Series Data
S Kleinberg
International Joint Conference on Artificial Intelligence, 2013
92013
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