Zobrazeno 1 - 10
of 459
pro vyhledávání: '"Foreman, Brandon"'
Autor:
Ghaderi, Hamid, Foreman, Brandon, Nayebi, Amin, Tipirneni, Sindhu, Reddy, Chandan K., Subbian, Vignesh
Publikováno v:
AMIA Annu Symp Proc. 2024 Jan 11;2023:379-388
Determining clinically relevant physiological states from multivariate time series data with missing values is essential for providing appropriate treatment for acute conditions such as Traumatic Brain Injury (TBI), respiratory failure, and heart fai
Externí odkaz:
http://arxiv.org/abs/2303.13024
Autor:
Ghaderi, Hamid, Foreman, Brandon, Nayebi, Amin, Tipirneni, Sindhu, Reddy, Chandan K., Subbian, Vignesh
Self-supervised learning approaches provide a promising direction for clustering multivariate time-series data. However, real-world time-series data often include missing values, and the existing approaches require imputing missing values before clus
Externí odkaz:
http://arxiv.org/abs/2302.13457
Unpacking and comprehending how black-box machine learning algorithms make decisions has been a persistent challenge for researchers and end-users. Explaining time-series predictive models is useful for clinical applications with high stakes to under
Externí odkaz:
http://arxiv.org/abs/2211.06507
A longstanding challenge surrounding deep learning algorithms is unpacking and understanding how they make their decisions. Explainable Artificial Intelligence (XAI) offers methods to provide explanations of internal functions of algorithms and reaso
Externí odkaz:
http://arxiv.org/abs/2208.06717
Autor:
Foreman, Brandon
Objective: Seizures and abnormal periodic or rhythmic patterns are observed on continuous electroencephalography (cEEG) in up to half of patients hospitalized with moderate-to-severe traumatic brain injury (TBI). We aimed to determine the impact of s
Publikováno v:
In Computers in Biology and Medicine September 2024 180
Akademický článek
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Akademický článek
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Publikováno v:
In Journal of Biomedical Informatics August 2023 144
Autor:
Adeoye, Opeolu, Badjatia, Neeraj, Bodien, Yelena, Bullock, M. Ross, Chesnut, Randall, Corrigan, John D., Crawford, Karen, Diaz-Arrastia, Ramon, Duhaime, Ann-Christine, Ellenbogen, Richard, Feeser, V. Ramana, Ferguson, Adam R., Foreman, Brandon, Gardner, Raquel, Gaudette, Etienne, Goldman, Dana, Gonzalez, Luis, Gopinath, Shankar, Gullapalli, Rao, Hemphill, J. Claude, Hotz, Gillian, Korley, Frederick K., Kramer, Joel, Kreitzer, Natalie, Lindsell, Chris, Machamer, Joan, Madden, Christopher, Martin, Alastair, McAllister, Thomas, Merchant, Randall, Ngwenya, Laura B., Noel, Florence, Okonkwo, David, Palacios, Eva, Perl, Daniel, Puccio, Ava, Rabinowitz, Miri, Robertson, Claudia, Rosand, Jonathan, Sander, Angelle, Satris, Gabriella, Schnyer, David, Seabury, Seth, Taylor, Sabrina, Toga, Arthur, Valadka, Alex, Vassar, Mary, Vespa, Paul, Wang, Kevin, Yue, John K., Zafonte, Ross, Sibilia, Francesca, Custer, Rachel M., Irimia, Andrei, Sepehrband, Farshid, Toga, Arthur W., Cabeen, Ryan P.
Publikováno v:
In Biological Psychiatry Global Open Science July 2023 3(3):374-385