Publications

For a complete list of publications, see my Google Scholar profile here.

Sepsis Phenotyping

Comparison of Automated Sepsis Identification Methods and Electronic Health Record-based Sepsis Phenotyping: Improving Case Identification Accuracy by Accounting for Confounding Comorbid Conditons
K. Henry, David N. Hager, Tiffany M. Osborn, Albert W. Wu, and Suchi Saria
Critical Care Explorations, 2019

Too Many Definitions of Sepsis: Can Machine Learning Leverage the Electronic Health Record to Increase Accuracy and Bring Consensus?
Suchi Saria and K. Henry
Critical Care Medicine, 2020

Disease Monitoring and Deterioration Prediction

A targeted real-time early warning score (TREWScore) for septic shock
K. Henry, David N. Hager, Peter J. Pronovost, and Suchi Saria
Science Translational Medicine, 2015 [Cover article]
[bib]

Can Septic Shock be Identified Early? Evaluating Performance of a Targeted Real-time Early Warning Score (TREWScore) for Septic Shock in a Community Hospital
K. Henry, Shannon Wongvibulsin, Andong Zhan, Suchi Saria, David N. Hager.
Am J Respir Crit Care Med, 195 (A7145), 2017 [Critical Care Abstract Award]

Early Identification of Gastrointestinal Bleeding Requiring Critical Care Using Machine Learning
H. Soleimani, K. Henry, Andong Zhan, Peter J. Pronovost, Nishi Rawat, David N. Hager, Suchi Saria.
Am J Respir Crit Care Med, 195 (A7016), 2017

Quantifying and Visualizing Medication Adherence in Patients Following Acute Myocardial Infarction
J. Wang, S. Wongvibulsin, K. Henry, S. Fujita.
In proc. American Medical Informatics Assoc. annual symposium, 2017. [Student Design Challenge Finalist]

Using Causal Inference to Estimate What-if Outcomes for Targeting Treatments
Qing Liu*, K. Henry*, Yanbo Xu, and Suchi Saria
NeurIPS workshop on "What if" reasoning, 2016
* equal contribution

REWS: Real-time early warning score for septic shock
K. Henry, Chris Paxton, K S Kim, Julius Pham, and Suchi Saria
SCCM Annual Congress 2015 Abstract [Annual scientific award]

Speech and language processing

Fixed-Dimensional Acoustic Embeddings of variable-length segments in low-resource settings
Keith Levin, K. Henry, Aren Jansen and Karen Livescu
ASRU – 2013 [Best student paper 2nd place]
[bib]

SenseSpotting: Never let your parallel data tie you to an old domain
Marine Carpuat, Hal Daume III, K. Henry, Ann Irvine, Jagadeesh Jagarlamudi and Rachel Rudinger
Proceedings of the Association for Computational Linguistics (ACL) – 2013
[bib]

Automatic measurement of positive and negative voice onset time
K. Henry, Morgan Sonderegger and Joseph Keshet
Interspeech – 2012
[bib]