Informative missingness: What can we learn from patterns in missing laboratory data in the electronic health record?
Tan, Amelia L.M., Getzen, Emily J., Hutch, Meghan R., Strasser, Zachary H., Gutiérrez-Sacristán, Alba, Le, Trang T., Dagliati, Arianna, Morris, Michele, Hanauer, David A., Moal, Bertrand, Bonzel, Clara-Lea, Yuan, William, Chiudinelli, Lorenzo, Das, Priam, Zhang, Harrison G., Aronow, Bruce J., Avillach, Paul, Brat, Gabriel.A., Cai, Tianxi, Hong, Chuan, La Cava, William G., Hooi Will Loh, He, Luo, Yuan, Murphy, Shawn N., Yuan Hgiam, Kee, Omenn, Gilbert S., Patel, Lav P., Jebathilagam Samayamuthu, Malarkodi, Shriver, Emily R., Shakeri Hossein Abad, Zahra, Tan, Byorn W.L., Visweswaran, Shyam, Wang, Xuan, Weber, Griffin M., Xia, Zongqi, Verdy, Bertrand, Long, Qi, Mowery, Danielle L., Holmes, John H.
Published in Journal of biomedical informatics (01.03.2023)
Published in Journal of biomedical informatics (01.03.2023)
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Journal Article
Neurological diagnoses in hospitalized COVID-19 patients associated with adverse outcomes: A multinational cohort study
Hutch, Meghan R, Son, Jiyeon, Le, Trang T, Hong, Chuan, Wang, Xuan, Shakeri Hossein Abad, Zahra, Morris, Michele, Gutiérrez-Sacristán, Alba, Klann, Jeffrey G, Spiridou, Anastasia, Batugo, Ashley, Bellazzi, Riccardo, Benoit, Vincent, Bonzel, Clara-Lea, Bryant, William A, Chiudinelli, Lorenzo, Cho, Kelly, Das, Priyam, González González, Tomás, Hanauer, David A, Henderson, Darren W, Ho, Yuk-Lam, Loh, Ne Hooi Will, Makoudjou, Adeline, Makwana, Simran, Malovini, Alberto, Moal, Bertrand, Mowery, Danielle L, Neuraz, Antoine, Samayamuthu, Malarkodi Jebathilagam, Sanz Vidorreta, Fernando J, Schriver, Emily R, Schubert, Petra, Talbert, Jeffery, Tan, Amelia L M, Tan, Byorn W L, Tan, Bryce W Q, Tibollo, Valentina, Tippman, Patric, Verdy, Guillaume, Yuan, William, Avillach, Paul, Gehlenborg, Nils, Omenn, Gilbert S, Visweswaran, Shyam, Cai, Tianxi, Luo, Yuan, Xia, Zongqi
Published in PLOS digital health (01.04.2024)
Published in PLOS digital health (01.04.2024)
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Journal Article
SurvMaximin: Robust federated approach to transporting survival risk prediction models
Wang, Xuan, Zhang, Harrison G., Xiong, Xin, Hong, Chuan, Weber, Griffin M., Brat, Gabriel A., Bonzel, Clara-Lea, Luo, Yuan, Duan, Rui, Palmer, Nathan P., Hutch, Meghan R., Gutiérrez-Sacristán, Alba, Bellazzi, Riccardo, Chiovato, Luca, Cho, Kelly, Dagliati, Arianna, Estiri, Hossein, García-Barrio, Noelia, Griffier, Romain, Hanauer, David A., Ho, Yuk-Lam, Holmes, John H., Keller, Mark S., Klann MEng, Jeffrey G., L'Yi, Sehi, Lozano-Zahonero, Sara, Maidlow, Sarah E., Makoudjou, Adeline, Malovini, Alberto, Moal, Bertrand, Moore, Jason H., Morris, Michele, Mowery, Danielle L., Murphy, Shawn N, Neuraz, Antoine, Yuan Ngiam, Kee, Omenn, Gilbert S., Patel, Lav P., Pedrera-Jiménez, Miguel, Prunotto, Andrea, Jebathilagam Samayamuthu, Malarkodi, Sanz Vidorreta, Fernando J, Schriver, Emily R., Schubert, Petra, Serrano-Balazote, Pablo, South, Andrew M., Tan, Amelia L.M., Tan, Byorn W.L., Tibollo, Valentina, Tippmann, Patric, Visweswaran, Shyam, Xia, Zongqi, Yuan, William, Zöller, Daniela, Kohane, Isaac S., Avillach, Paul, Guo, Zijian, Cai, Tianxi
Published in Journal of biomedical informatics (01.10.2022)
Published in Journal of biomedical informatics (01.10.2022)
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Journal Article
Long-term kidney function recovery and mortality after COVID-19-associated acute kidney injury: an international multi-centre observational cohort study
Tan, Bryce W.Q., Moal, Bertrand, Neuraz, Antoine, Visweswaran, Shyam, Hanauer, David A., Maidlow, Sarah E., Avillach, Paul, Serrano Balazote, Pablo, Loh, Ne Hooi Will, Chiudinelli, Lorenzo, Cai, Tianxi, Omenn, Gilbert S., Holmes, John H., Ngiam, Kee Yuan, Agapito, Giuseppe, Albi, Giuseppe, Alloni, Anna, Angoulvant, François, Anthony, Li L.L.J., Aronow, Bruce J., Balshi, James, Bellasi, Antonio, Bernal-Sobrino, José Luis, Bhatnagar, Surbhi, Bosari, Silvano, Bourgeois, Florence T., Bradford, Robert L., Bryant, William A., Cannataro, Mario, Chiudinelli, Lorenzo, Colicchio, Tiago K., Cormont, Sylvie, Dagliati, Arianna, Daniar, Mohamad, Daniel, Christel, Dubiel, Julien, DuVall, Scott L., Estiri, Hossein, Fan, Shirley, Follett, Robert W., Ganslandt, Thomas, Gehlenborg, Nils, Getzen, Emily J., Geva, Alon, Griffier, Romain, Gutiérrez-Sacristán, Alba, Guzzi, Pietro H., Henderson, Darren W., Ho, Yuk-Lam, Holmes, John H., Hong, Chuan, Kavuluru, Ramakanth, Kernan, Kate F., Klann, Jeffrey G., Krantz, Ian D., Krishnamurthy, Ashok K., Leblanc, Judith, Lemaitre, Guillaume, Liu, Molei, Long, Qi, Maidlow, Sarah E., Makoudjou, Adeline, Makwana, Simran, Malovini, Alberto, Mazzotti, Diego R., Milano, Marianna, Moraleda, Cinta, Mowery, Danielle L., Naughton, Thomas P., Ngiam, Kee Yuan, Njoroge, Wanjiku F.M., Omenn, Gilbert S., Orlova, Nina, Ostasiewski, Brian D., Palmer, Nathan P., Paris, Nicolas, Patel, Lav P., Priya, Tanu, Raskin, Maryna, Rieg, Siegbert, Roig-Domínguez, Gustavo, Sáez, Carlos, Schubert, Petra, Schuettler, Juergen, Shah, Mohsin, Son, Jiyeon, Sonday, Charles, Tan, Bryce W.Q., Terriza-Torres, Ana I., Tibollo, Valentina, Tippmann, Patric, Vallejos, Andrew K., Vella, Margaret E., Vie, Jill-Jênn, Vitacca, Michele, Wassermann, Demian, Ye, Ye, Yehya, Nadir, Zambelli, Alberto, Zhang, Harrison G.
Published in EClinicalMedicine (01.01.2023)
Published in EClinicalMedicine (01.01.2023)
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Journal Article
Changes in laboratory value improvement and mortality rates over the course of the pandemic: an international retrospective cohort study of hospitalised patients infected with SARS-CoV-2
Hong, Chuan, Zhang, Harrison G, L'Yi, Sehi, Weber, Griffin, Avillach, Paul, Tan, Bryce W Q, Gutiérrez-Sacristán, Alba, Bonzel, Clara-Lea, Palmer, Nathan P, Malovini, Alberto, Tibollo, Valentina, Luo, Yuan, Hutch, Meghan R, Liu, Molei, Bourgeois, Florence, Bellazzi, Riccardo, Chiovato, Luca, Sanz Vidorreta, Fernando J, Le, Trang T, Wang, Xuan, Yuan, William, Neuraz, Antoine, Benoit, Vincent, Moal, Bertrand, Morris, Michele, Hanauer, David A, Maidlow, Sarah, Wagholikar, Kavishwar, Murphy, Shawn, Estiri, Hossein, Makoudjou, Adeline, Tippmann, Patric, Klann, Jeffery, Follett, Robert W, Gehlenborg, Nils, Omenn, Gilbert S, Xia, Zongqi, Dagliati, Arianna, Visweswaran, Shyam, Patel, Lav P, Mowery, Danielle L, Schriver, Emily R, Samayamuthu, Malarkodi Jebathilagam, Kavuluru, Ramakanth, Lozano-Zahonero, Sara, Zöller, Daniela, Tan, Amelia L M, Tan, Byorn W L, Ngiam, Kee Yuan, Holmes, John H, Schubert, Petra, Cho, Kelly, Ho, Yuk-Lam, Beaulieu-Jones, Brett K., Pedrera-Jiménez, Miguel, García-Barrio, Noelia, Serrano-Balazote, Pablo, Kohane, Isaac, South, Andrew, Brat, Gabriel A, Cai, T
Published in BMJ open (23.06.2022)
Published in BMJ open (23.06.2022)
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Journal Article
International electronic health record-derived post-acute sequelae profiles of COVID-19 patients
Zhang, Harrison G., Dagliati, Arianna, Shakeri Hossein Abad, Zahra, Xiong, Xin, Bonzel, Clara-Lea, Xia, Zongqi, Tan, Bryce W. Q., Avillach, Paul, Brat, Gabriel A., Hong, Chuan, Morris, Michele, Visweswaran, Shyam, Patel, Lav P., Gutiérrez-Sacristán, Alba, Hanauer, David A., Holmes, John H., Samayamuthu, Malarkodi Jebathilagam, Bourgeois, Florence T., L’Yi, Sehi, Maidlow, Sarah E., Moal, Bertrand, Murphy, Shawn N., Strasser, Zachary H., Neuraz, Antoine, Ngiam, Kee Yuan, Loh, Ne Hooi Will, Omenn, Gilbert S., Prunotto, Andrea, Dalvin, Lauren A., Klann, Jeffrey G., Schubert, Petra, Vidorreta, Fernando J. Sanz, Benoit, Vincent, Verdy, Guillaume, Kavuluru, Ramakanth, Estiri, Hossein, Luo, Yuan, Malovini, Alberto, Tibollo, Valentina, Bellazzi, Riccardo, Cho, Kelly, Ho, Yuk-Lam, Tan, Amelia L. M., Tan, Byorn W. L., Gehlenborg, Nils, Lozano-Zahonero, Sara, Jouhet, Vianney, Chiovato, Luca, Aronow, Bruce J., Toh, Emma M. S., Wong, Wei Gen Scott, Pizzimenti, Sara, Wagholikar, Kavishwar B., Bucalo, Mauro, Cai, Tianxi, South, Andrew M., Kohane, Isaac S., Weber, Griffin M.
Published in NPJ digital medicine (29.06.2022)
Published in NPJ digital medicine (29.06.2022)
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Journal Article
International comparisons of laboratory values from the 4CE collaborative to predict COVID-19 mortality
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.
Published in NPJ digital medicine (13.06.2022)
Published in NPJ digital medicine (13.06.2022)
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Journal Article
Neurological diagnoses in hospitalized COVID-19 patients associated with adverse outcomes: A multinational cohort study
Meghan R. Hutch, Jiyeon Son, Trang T. Le, Chuan Hong, Xuan Wang, Zahra Shakeri Hossein Abad, Michele Morris, Alba Gutiérrez-Sacristán, Jeffrey G. Klann, Anastasia Spiridou, Ashley Batugo, Riccardo Bellazzi, Vincent Benoit, Clara-Lea Bonzel, William A. Bryant, Lorenzo Chiudinelli, Kelly Cho, Priyam Das, Tomás González González, David A. Hanauer, Darren W. Henderson, Yuk-Lam Ho, Ne Hooi Will Loh, Adeline Makoudjou, Simran Makwana, Alberto Malovini, Bertrand Moal, Danielle L. Mowery, Antoine Neuraz, Malarkodi Jebathilagam Samayamuthu, Fernando J. Sanz Vidorreta, Emily R. Schriver, Petra Schubert, Jeffery Talbert, Amelia L. M. Tan, Byorn W. L. Tan, Bryce W. Q. Tan, Valentina Tibollo, Patric Tippman, Guillaume Verdy, William Yuan, Paul Avillach, Nils Gehlenborg, Gilbert S. Omenn, The Consortium for Clinical Characterization of COVID-19 by EHR (4CE), Shyam Visweswaran, Tianxi Cai, Yuan Luo, Zongqi Xia
Published in PLOS digital health (01.04.2024)
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Published in PLOS digital health (01.04.2024)
Journal Article
International Changes in COVID-19 Clinical Trajectories Across 315 Hospitals and 6 Countries: Retrospective Cohort Study
Weber, Griffin M, Zhang, Harrison G, L'Yi, Sehi, Bonzel, Clara-Lea, Hong, Chuan, Avillach, Paul, Gutiérrez-Sacristán, Alba, Palmer, Nathan P, Tan, Amelia Li Min, Wang, Xuan, Yuan, William, Gehlenborg, Nils, Alloni, Anna, Amendola, Danilo F, Bellasi, Antonio, Bellazzi, Riccardo, Beraghi, Michele, Bucalo, Mauro, Chiovato, Luca, Cho, Kelly, Dagliati, Arianna, Estiri, Hossein, Follett, Robert W, García Barrio, Noelia, Hanauer, David A, Henderson, Darren W, Ho, Yuk-Lam, Holmes, John H, Hutch, Meghan R, Kavuluru, Ramakanth, Kirchoff, Katie, Klann, Jeffrey G, Krishnamurthy, Ashok K, Le, Trang T, Liu, Molei, Loh, Ne Hooi Will, Lozano-Zahonero, Sara, Luo, Yuan, Maidlow, Sarah, Makoudjou, Adeline, Malovini, Alberto, Martins, Marcelo Roberto, Moal, Bertrand, Morris, Michele, Mowery, Danielle L, Murphy, Shawn N, Neuraz, Antoine, Ngiam, Kee Yuan, Okoshi, Marina P, Omenn, Gilbert S, Patel, Lav P, Pedrera Jiménez, Miguel, Prudente, Robson A, Samayamuthu, Malarkodi Jebathilagam, Sanz Vidorreta, Fernando J, Schriver, Emily R, Schubert, Petra, Serrano Balazote, Pablo, Tan, Byorn Wl, Tanni, Suzana E, Tibollo, Valentina, Visweswaran, Shyam, Wagholikar, Kavishwar B, Xia, Zongqi, Zöller, Daniela, Kohane, Isaac S, Cai, Tianxi, South, Andrew M, Brat, Gabriel A
Published in Journal of medical Internet research (11.10.2021)
Published in Journal of medical Internet research (11.10.2021)
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Journal Article
Authorship Correction: International Changes in COVID-19 Clinical Trajectories Across 315 Hospitals and 6 Countries: Retrospective Cohort Study
Weber, Griffin M, Zhang, Harrison G, L'Yi, Sehi, Bonzel, Clara-Lea, Hong, Chuan, Avillach, Paul, Gutiérrez-Sacristán, Alba, Palmer, Nathan P, Tan, Amelia Li Min, Wang, Xuan, Yuan, William, Gehlenborg, Nils, Alloni, Anna, Amendola, Danilo F, Bellasi, Antonio, Bellazzi, Riccardo, Beraghi, Michele, Bucalo, Mauro, Chiovato, Luca, Cho, Kelly, Dagliati, Arianna, Estiri, Hossein, Follett, Robert W, García Barrio, Noelia, Hanauer, David A, Henderson, Darren W, Ho, Yuk-Lam, Holmes, John H, Hutch, Meghan R, Kavuluru, Ramakanth, Kirchoff, Katie, Klann, Jeffrey G, Krishnamurthy, Ashok K, Le, Trang T, Liu, Molei, Loh, Ne Hooi Will, Lozano-Zahonero, Sara, Luo, Yuan, Maidlow, Sarah, Makoudjou, Adeline, Malovini, Alberto, Martins, Marcelo Roberto, Moal, Bertrand, Morris, Michele, Mowery, Danielle L, Murphy, Shawn N, Neuraz, Antoine, Ngiam, Kee Yuan, Okoshi, Marina P, Omenn, Gilbert S, Patel, Lav P, Pedrera Jiménez, Miguel, Prudente, Robson A, Samayamuthu, Malarkodi Jebathilagam, Sanz Vidorreta, Fernando J, Schriver, Emily R, Schubert, Petra, Serrano Balazote, Pablo, Tan, Byorn Wl, Tanni, Suzana E, Tibollo, Valentina, Visweswaran, Shyam, Wagholikar, Kavishwar B, Xia, Zongqi, Zöller, Daniela, Kohane, Isaac S, Cai, Tianxi, South, Andrew M, Brat, Gabriel A
Published in Journal of medical Internet research (30.11.2021)
Published in Journal of medical Internet research (30.11.2021)
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