Predicting High Flow Nasal Cannula Failure in an Intensive Care Unit Using a Recurrent Neural Network With Transfer Learning and Input Data Perseveration: Retrospective Analysis

por Pappy, George, Aczon, Melissa, Wetzel, Randall, Ledbetter, David
Publicado 2022

Continuous Prediction of Mortality in the PICU: A Recurrent Neural Network Model in a Single-Center Dataset*

por Aczon, Melissa D., Ledbetter, David R., Laksana, Eugene, Ho, Long V., Wetzel, Randall C.
Publicado 2021

Development of a deep learning model that predicts Bi-level positive airway pressure failure

por Im, Daniel D., Laksana, Eugene, Ledbetter, David R., Aczon, Melissa D., Khemani, Robinder G., Wetzel, Randall C.
Publicado 2022

Repertoires of SARS-CoV-2 epitopes targeted by antibodies vary according to severity of COVID-19

por Gregory, David J., Vannier, Augustin, Duey, Akiro H., Roady, Tyler J., Dzeng, Richard K., Pavlovic, Maia N., Chapin, Michael H., Mukherjee, Sonia, Wilmot, Hannah, Chronos, Nic, Charles, Richelle C., Ryan, Edward T., LaRocque, Regina C., Miller, Tyler E., Garcia-Beltran, Wilfredo F., Thierauf, Julia C., Iafrate, A. John, Mullenbrock, Steven, Stump, Mark D., Wetzel, Randall K., Polakiewicz, Roberto D., Naranbhai, Vivek, Poznansky, Mark C.
Publicado 2022