Joseph L. Greenstein

Publication Activity (10 Years)

Years Active: 2001-2021
Publications (10 Years): 6

Top Topics

Cognitive Modeling

Computational Models

Statistical Models

Natural Language Processing

Top Venues

PLoS Comput. Biol.

Publications

Akshaya V. Annapragada, Joseph L. Greenstein, Sanjukta N. Bose, Bradford D. Winters, Sridevi V. Sarma, Raimond L. Winslow
SWIFT: A deep learning approach to prediction of hypoxemic events in critically-Ill patients using SpO2 waveform prediction. PLoS Comput. Biol. 17 (12) (2021)
Qingchu Jin, Joseph L. Greenstein, Raimond L. Winslow
Estimating ectopic beat probability with simplified statistical models that account for experimental uncertainty. PLoS Comput. Biol. 17 (10) (2021)
Ran Liu, Joseph L. Greenstein, James C. Fackler, Jules Bergmann, Melania M. Bembea, Raimond L. Winslow
Offline reinforcement learning with uncertainty for treatment strategies in sepsis. CoRR (2021)
Han B. Kim, Hieu Nguyen, Qingchu Jin, Sharmila Tamby, Tatiana Gelaf Romer, Eric Sung, Ran Liu, Joseph L. Greenstein, Jose I. Suarez, Christian Storm, Raimond L. Winslow, Robert D. Stevens
A Physiology-Driven Computational Model for Post-Cardiac Arrest Outcome Prediction. CoRR (2020)
Ran Liu, Joseph L. Greenstein, Sridevi V. Sarma, Raimond L. Winslow
Natural Language Processing of Clinical Notes for Improved Early Prediction of Septic Shock in the ICU. EMBC (2019)
Mark A. Walker, Viatcheslav Gurev, John Jeremy Rice, Joseph L. Greenstein, Raimond L. Winslow
Estimating the probabilities of rare arrhythmic events in multiscale computational models of cardiac cells and tissue. PLoS Comput. Biol. 13 (11) (2017)
Mark A. Walker, Tobias Kohl, Stephan E. Lehnart, Joseph L. Greenstein, W. J. Lederer, Raimond L. Winslow
On the Adjacency Matrix of RyR2 Cluster Structures. PLoS Comput. Biol. 11 (11) (2015)
Yasmin L. Hashambhoy, Raimond L. Winslow, Joseph L. Greenstein
CaMKII-dependent activation of late INa contributes to cellular arrhythmia in a model of the cardiac myocyte. EMBC (2011)
Raimond L. Winslow, David F. Scollan, Joseph L. Greenstein, Christina K. Yung, William Baumgartner Jr., Gyan Bhanot, Donna L. Gresh, Bernice E. Rogowitz
Mapping, modeling, and visual exploration of structure-function relationships in the heart. IBM Syst. J. 40 (2) (2001)