Estimating ectopic beat probability with simplified statistical models that account for experimental uncertainty

por Jin, Qingchu, Greenstein, Joseph L., Winslow, Raimond L.
Publicado 2021

Toward an Integrative Computational Model of the Guinea Pig Cardiac Myocyte

por Gauthier, Laura Doyle, Greenstein, Joseph L., Winslow, Raimond L.
Publicado 2012

Modeling CaMKII-mediated regulation of L-type Ca(2+) channels and ryanodine receptors in the heart

por Greenstein, Joseph L., Foteinou, Panagiota T., Hashambhoy-Ramsay, Yasmin L., Winslow, Raimond L.
Publicado 2014

Estimating the probabilities of rare arrhythmic events in multiscale computational models of cardiac cells and tissue

por Walker, Mark A., Gurev, Viatcheslav, Rice, John J., Greenstein, Joseph L., Winslow, Raimond L.
Publicado 2017

A bilobal model of Ca(2+)-dependent inactivation to probe the physiology of L-type Ca(2+) channels

por Limpitikul, Worawan B., Greenstein, Joseph L., Yue, David T., Dick, Ivy E., Winslow, Raimond L.
Publicado 2018

Spectral clustering of risk score trajectories stratifies sepsis patients by clinical outcome and interventions received

por Liu, Ran, Greenstein, Joseph L, Fackler, James C, Bembea, Melania M, Winslow, Raimond L
Publicado 2020

A data-driven model for early prediction of need for invasive mechanical ventilation in pediatric intensive care unit patients

por Bose, Sanjukta N., Defante, Andrew, Greenstein, Joseph L., Haddad, Gabriel G., Ryu, Julie, Winslow, Raimond L.
Publicado 2023

Prediction of Impending Septic Shock in Children With Sepsis

por Liu, Ran, Greenstein, Joseph L., Fackler, James C., Bergmann, Jules, Bembea, Melania M., Winslow, Raimond L.
Publicado 2021

On the Adjacency Matrix of RyR2 Cluster Structures

por Walker, Mark A., Kohl, Tobias, Lehnart, Stephan E., Greenstein, Joseph L., Lederer, W. J., Winslow, Raimond L.
Publicado 2015

SWIFT: A Deep Learning Approach to Prediction of Hypoxemic Events in Critically-Ill Patients Using SpO(2) Waveform Prediction

por Annapragada, Akshaya V., Greenstein, Joseph L., Bose, Sanjukta N., Winters, Bradford D., Sarma, Sridevi V., Winslow, Raimond L.
Publicado 2021

Early Prediction of Multiple Organ Dysfunction in the Pediatric Intensive Care Unit

por Bose, Sanjukta N., Greenstein, Joseph L., Fackler, James C., Sarma, Sridevi V., Winslow, Raimond L., Bembea, Melania M.
Publicado 2021

SWIFT: A deep learning approach to prediction of hypoxemic events in critically-Ill patients using SpO(2) waveform prediction

por Annapragada, Akshaya V., Greenstein, Joseph L., Bose, Sanjukta N., Winters, Bradford D., Sarma, Sridevi V., Winslow, Raimond L.
Publicado 2021

Data-driven discovery of a novel sepsis pre-shock state predicts impending septic shock in the ICU

por Liu, Ran, Greenstein, Joseph L., Granite, Stephen J., Fackler, James C., Bembea, Melania M., Sarma, Sridevi V., Winslow, Raimond L.
Publicado 2019

Predicting respiratory decompensation in mechanically ventilated adult ICU patients

por Tan, Yvette, Young, Michael, Girish, Akanksha, Hu, Beini, Kurian, Zina, Greenstein, Joseph L., Kim, Han, Winslow, Raimond L, Fackler, James, Bergmann, Jules
Publicado 2023

Superresolution Modeling of Calcium Release in the Heart

por Walker, Mark A., Williams, George S.B., Kohl, Tobias, Lehnart, Stephan E., Jafri, M. Saleet, Greenstein, Joseph L., Lederer, W.J., Winslow, Raimond L.
Publicado 2014

Predicting Flow Rate Escalation for Pediatric Patients on High Flow Nasal Cannula Using Machine Learning

por Krachman, Joshua A., Patricoski, Jessica A., Le, Christopher T., Park, Jina, Zhang, Ruijing, Gong, Kirby D., Gangan, Indranuj, Winslow, Raimond L., Greenstein, Joseph L., Fackler, James, Sochet, Anthony A., Bergmann, Jules P.
Publicado 2021

Factors associated with resistance to SARS-CoV-2 infection discovered using large-scale medical record data and machine learning

por Yang, Kai-Wen K., Paris, Chloé F., Gorman, Kevin T., Rattsev, Ilia, Yoo, Rebecca H., Chen, Yijia, Desman, Jacob M., Wei, Tony Y., Greenstein, Joseph L., Taylor, Casey Overby, Ray, Stuart C.
Publicado 2023

Deep Learning Model for Static Ocular Torsion Detection Using Synthetically Generated Fundus Images

por Wang, Chen, Bai, Yunong, Tsang, Ashley, Bian, Yuhan, Gou, Yifan, Lin, Yan X., Zhao, Matthew, Wei, Tony Y., Desman, Jacob M., Taylor, Casey Overby, Greenstein, Joseph L., Otero-Millan, Jorge, Liu, Tin Yan Alvin, Kheradmand, Amir, Zee, David S., Green, Kemar E.
Publicado 2023