Classification Performance of Neural Networks Versus Logistic Regression Models: Evidence From Healthcare Practice

por Issitt, Richard W, Cortina-Borja, Mario, Bryant, William, Bowyer, Stuart, Taylor, Andrew M, Sebire, Neil
Publicado 2022

Children with COVID-19 at a specialist centre: initial experience and outcome

por Issitt, Richard W, Booth, John, Bryant, William A, Spiridou, Anastasia, Taylor, Andrew M, du Pré, Pascale, Ramnarayan, Pad, Hartley, John, Cortina-Borja, Maria, Moshal, Karyn, Dunn, Helen, Hemingway, Harry, Sebire, Neil J
Publicado 2020

Clinical phenotypes and outcomes in children with multisystem inflammatory syndrome across SARS-CoV-2 variant eras: a multinational study from the 4CE consortium

por Sperotto, Francesca, Gutiérrez-Sacristán, Alba, Makwana, Simran, Li, Xiudi, Rofeberg, Valerie N., Cai, Tianxi, Bourgeois, Florence T., Omenn, Gilbert S., Hanauer, David A., Sáez, Carlos, Bonzel, Clara-Lea, Bucholz, Emily, Dionne, Audrey, Elias, Matthew D., García-Barrio, Noelia, González, Tomás González, Issitt, Richard W., Kernan, Kate F., Laird-Gion, Jessica, Maidlow, Sarah E., Mandl, Kenneth D., Ahooyi, Taha Mohseni, Moraleda, Cinta, Morris, Michele, Moshal, Karyn L., Pedrera-Jiménez, Miguel, Shah, Mohsin A., South, Andrew M., Spiridou, Anastasia, Taylor, Deanne M., Verdy, Guillaume, Visweswaran, Shyam, Wang, Xuan, Xia, Zongqi, Zachariasse, Joany M., Newburger, Jane W., Avillach, Paul
Publicado 2023

International Analysis of Electronic Health Records of Children and Youth Hospitalized With COVID-19 Infection in 6 Countries

por Bourgeois, Florence T., Gutiérrez-Sacristán, Alba, Keller, Mark S., Liu, Molei, Hong, Chuan, Bonzel, Clara-Lea, Tan, Amelia L. M., Aronow, Bruce J., Boeker, Martin, Booth, John, Cruz Rojo, Jaime, Devkota, Batsal, García Barrio, Noelia, Gehlenborg, Nils, Geva, Alon, Hanauer, David A., Hutch, Meghan R., Issitt, Richard W., Klann, Jeffrey G., Luo, Yuan, Mandl, Kenneth D., Mao, Chengsheng, Moal, Bertrand, Moshal, Karyn L., Murphy, Shawn N., Neuraz, Antoine, Ngiam, Kee Yuan, Omenn, Gilbert S, Patel, Lav P., Jiménez, Miguel Pedrera, Sebire, Neil J., Balazote, Pablo Serrano, Serret-Larmande, Arnaud, South, Andrew M., Spiridou, Anastasia, Taylor, Deanne M., Tippmann, Patric, Visweswaran, Shyam, Weber, Griffin M., Kohane, Isaac S., Cai, Tianxi, Avillach, Paul
Publicado 2021

International comparisons of laboratory values from the 4CE collaborative to predict COVID-19 mortality

por Weber, Griffin M., Hong, Chuan, Xia, Zongqi, Palmer, Nathan P., Avillach, Paul, L’Yi, Sehi, Keller, Mark S., Murphy, Shawn N., Gutiérrez-Sacristán, Alba, Bonzel, Clara-Lea, Serret-Larmande, Arnaud, Neuraz, Antoine, Omenn, Gilbert S., Visweswaran, Shyam, Klann, Jeffrey G., South, Andrew M., Loh, Ne Hooi Will, Cannataro, Mario, Beaulieu-Jones, Brett K., Bellazzi, Riccardo, Agapito, Giuseppe, Alessiani, Mario, Aronow, Bruce J., Bell, Douglas S., Benoit, Vincent, Bourgeois, Florence T., Chiovato, Luca, Cho, Kelly, Dagliati, Arianna, DuVall, Scott L., Barrio, Noelia García, Hanauer, David A., Ho, Yuk-Lam, Holmes, John H., Issitt, Richard W., Liu, Molei, Luo, Yuan, Lynch, Kristine E., Maidlow, Sarah E., Malovini, Alberto, Mandl, Kenneth D., Mao, Chengsheng, Matheny, Michael E., Moore, Jason H., Morris, Jeffrey S., Morris, Michele, Mowery, Danielle L., Ngiam, Kee Yuan, Patel, Lav P., Pedrera-Jimenez, Miguel, Ramoni, Rachel B., Schriver, Emily R., Schubert, Petra, Balazote, Pablo Serrano, Spiridou, Anastasia, Tan, Amelia L. M., Tan, Byorn W. L., Tibollo, Valentina, Torti, Carlo, Trecarichi, Enrico M., Wang, Xuan, Kohane, Isaac S., Cai, Tianxi, Brat, Gabriel A.
Publicado 2022

International Comparisons of Harmonized Laboratory Value Trajectories to Predict Severe COVID-19: Leveraging the 4CE Collaborative Across 342 Hospitals and 6 Countries: A Retrospec...

por Weber, Griffin M, Hong, Chuan, Palmer, Nathan P, Avillach, Paul, Murphy, Shawn N, Gutiérrez-Sacristán, Alba, Xia, Zongqi, Serret-Larmande, Arnaud, Neuraz, Antoine, Omenn, Gilbert S., Visweswaran, Shyam, Klann, Jeffrey G, South, Andrew M, Loh, Ne Hooi Will, Cannataro, Mario, Beaulieu-Jones, Brett K, Bellazzi, Riccardo, Agapito, Giuseppe, Alessiani, Mario, Aronow, Bruce J, Bell, Douglas S, Bellasi, Antonio, Benoit, Vincent, Beraghi, Michele, Boeker, Martin, Booth, John, Bosari, Silvano, Bourgeois, Florence T, Brown, Nicholas W, Bucalo, Mauro, Chiovato, Luca, Chiudinelli, Lorenzo, Dagliati, Arianna, Devkota, Batsal, DuVall, Scott L, Follett, Robert W, Ganslandt, Thomas, García Barrio, Noelia, Gradinger, Tobias, Griffier, Romain, Hanauer, David A, Holmes, John H, Horki, Petar, Huling, Kenneth M, Issitt, Richard W, Jouhet, Vianney, Keller, Mark S, Kraska, Detlef, Liu, Molei, Luo, Yuan, Lynch, Kristine E, Malovini, Alberto, Mandl, Kenneth D, Mao, Chengsheng, Maram, Anupama, Matheny, Michael E, Maulhardt, Thomas, Mazzitelli, Maria, Milano, Marianna, Moore, Jason H, Morris, Jeffrey S, Morris, Michele, Mowery, Danielle L, Naughton, Thomas P, Ngiam, Kee Yuan, Norman, James B, Patel, Lav P, Pedrera Jimenez, Miguel, Ramoni, Rachel B, Schriver, Emily R, Scudeller, Luigia, Sebire, Neil J, Serrano Balazote, Pablo, Spiridou, Anastasia, Tan, Amelia LM, Tan, Byorn WL, Tibollo, Valentina, Torti, Carlo, Trecarichi, Enrico M, Vitacca, Michele, Zambelli, Alberto, Zucco, Chiara, Kohane, Isaac S, Cai, Tianxi, Brat, Gabriel A
Publicado 2021