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4 results on '"Brown, Trish"'

1. Using machine learning to predict neurologic injury in venovenous extracorporeal membrane oxygenation recipients: An ELSO Registry analysis

Author

Kim, Bo Soo, Hager, David, Keller, Steven P., Bush, Errol L., Stephens, R. Scott, Khanduja, Shivalika, Kang, Jin Kook, Chinedozi, Ifeanyi David, Darby, Zachary, Rando, Hannah J., Brown, Trish, Kim, Jiah, Wilcox, Christopher, Leng, Albert, Geeza, Andrew, Akbar, Armaan F., Feng, Chengyuan Alex, Zhao, David, Sussman, Marc, Mendez-Tellez, Pedro Alejandro, Sun, Philip, Capili, Karlo, Riojas, Ramon, Alejo, Diane, Stephen, Scott, Flaster, Harry, Kalra, Andrew, Bachina, Preetham, Shou, Benjamin L., Hwang, Jaeho, Barshay, Meylakh, Kulkarni, Shreyas, Sears, Isaac, Eickhoff, Carsten, Bermudez, Christian A., Brodie, Daniel, Ventetuolo, Corey E., Whitman, Glenn J.R., Abbasi, Adeel, and Cho, Sung-Min

Published
2024
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2. Acute brain injury risk prediction models in venoarterial extracorporeal membrane oxygenation patients with tree-based machine learning: An Extracorporeal Life Support Organization Registry analysis

Author

Kim, Bo Soo, Hager, David, Keller, Steven P., Bush, Errol L., Stephens, R. Scott, Khanduja, Shivalika, Kang, Jin Kook, Chinedozi, Ifeanyi David, Darby, Zachary, Rando, Hannah J., Brown, Trish, Kim, Jiah, Wilcox, Christopher, Leng, Albert, Geeza, Andrew, Akbar, Armaan F., Feng, Chengyuan Alex, Zhao, David, Sussman, Marc, Mendez-Tellez, Pedro Alejandro, Sun, Philip, Capili, Karlo, Riojas, Ramon, Alejo, Diane, Stephen, Scott, Flaster, Harry, Kalra, Andrew, Bachina, Preetham, Shou, Benjamin L., Hwang, Jaeho, Barshay, Meylakh, Kulkarni, Shreyas, Sears, Isaac, Eickhoff, Carsten, Bermudez, Christian A., Brodie, Daniel, Ventetuolo, Corey E., Whitman, Glenn J.R., Abbasi, Adeel, and Cho, Sung-Min

Published
2024
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3. Using machine learning to predict neurologic injury in venovenous extracorporeal membrane oxygenation recipients: An ELSO Registry analysis

Author

Kalra, Andrew, Bachina, Preetham, Shou, Benjamin L., Hwang, Jaeho, Barshay, Meylakh, Kulkarni, Shreyas, Sears, Isaac, Eickhoff, Carsten, Bermudez, Christian A., Brodie, Daniel, Ventetuolo, Corey E., Whitman, Glenn J.R., Abbasi, Adeel, Cho, Sung-Min, Kim, Bo Soo, Hager, David, Keller, Steven P., Bush, Errol L., Stephens, R. Scott, Khanduja, Shivalika, Kang, Jin Kook, Chinedozi, Ifeanyi David, Darby, Zachary, Rando, Hannah J., Brown, Trish, Kim, Jiah, Wilcox, Christopher, Leng, Albert, Geeza, Andrew, Akbar, Armaan F., Feng, Chengyuan Alex, Zhao, David, Sussman, Marc, Mendez-Tellez, Pedro Alejandro, Sun, Philip, Capili, Karlo, Riojas, Ramon, Alejo, Diane, Stephen, Scott, and Flaster, Harry

Abstract

Venovenous extracorporeal membrane oxygenation (VV-ECMO) is associated with acute brain injury (ABI), including central nervous system (CNS) ischemia (defined as ischemic stroke or hypoxic-ischemic brain injury [HIBI]) and intracranial hemorrhage (ICH). Data on prediction models for neurologic outcomes in VV-ECMO are limited.

Published
2024
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4. Acute brain injury risk prediction models in venoarterial extracorporeal membrane oxygenation patients with tree-based machine learning: An Extracorporeal Life Support Organization Registry analysis

Author

Kalra, Andrew, Bachina, Preetham, Shou, Benjamin L., Hwang, Jaeho, Barshay, Meylakh, Kulkarni, Shreyas, Sears, Isaac, Eickhoff, Carsten, Bermudez, Christian A., Brodie, Daniel, Ventetuolo, Corey E., Kim, Bo Soo, Whitman, Glenn J.R., Abbasi, Adeel, Cho, Sung-Min, Kim, Bo Soo, Hager, David, Keller, Steven P., Bush, Errol L., Stephens, R. Scott, Khanduja, Shivalika, Kang, Jin Kook, Chinedozi, Ifeanyi David, Darby, Zachary, Rando, Hannah J., Brown, Trish, Kim, Jiah, Wilcox, Christopher, Leng, Albert, Geeza, Andrew, Akbar, Armaan F., Feng, Chengyuan Alex, Zhao, David, Sussman, Marc, Mendez-Tellez, Pedro Alejandro, Sun, Philip, Capili, Karlo, Riojas, Ramon, Alejo, Diane, Stephen, Scott, and Flaster, Harry

Abstract

We aimed to determine if machine learning can predict acute brain injury and to identify modifiable risk factors for acute brain injury in patients receiving venoarterial extracorporeal membrane oxygenation.

Published
2024
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