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

Griffin M. Weber, Chuan Hong, Zongqi Xia, Nathan P. Palmer, Paul Avillach, Sehi L'Yi, Mark S. Keller, Shawn N. Murphy, Alba Gutiérrez-Sacristán, Clara-Lea Bonzel, Arnaud Serret-Larmande, Antoine Neuraz, Gilbert S. Omenn, Shyam Visweswaran, Jeffrey G. Klann, Andrew M. South, Ne-Hooi Will Loh, Mario Cannataro, Brett K. Beaulieu-Jones, Riccardo Bellazzi, Giuseppe Agapito, Mario Alessiani, Bruce J. Aronow, Douglas S. Bell, Vincent Benoit, Florence T. Bourgeois, Luca Chiovato, Kelly Cho, Arianna Dagliati, Scott L. DuVall, Noelia García-Barrio, David A. Hanauer, Yuk-Lam Ho, John H. Holmes, Richard W. Issitt, Molei Liu, Yuan Luo 0001, Kristine E. Lynch, Sarah Maidlow, Alberto Malovini, Kenneth D. Mandl, Chengsheng Mao, Michael E. Matheny, Jason H. Moore, Jeffrey S. Morris, Michele Morris, Danielle L. Mowery, Kee Yuan Ngiam, Lav P. Patel, Miguel Pedrera-Jiménez, Rachel B. Ramoni, Emily Schriver, Petra Schubert, Pablo Serrano-Balazote, Anastasia Spiridou, Amelia L. M. Tan, Byorn W. L. Tan, Valentina Tibollo, Carlo Torti, Enrico M. Trecarichi, Xuan Wang, James R. Aaron, Adem Albayrak, Giuseppe Albi, Anna Alloni, Danilo F. Amendola, François Angoulvant, Anthony L. L. J. Li, Fatima Ashraf, Andrew Atz, Paul Avillach, Paula S. Azevedo, James Balshi, Brett K. Beaulieu-Jones, Antonio Bellasi, Vincent Benoit, Michele Beraghi, José Luis Bernal-Sobrino, Mélodie Bernaux, Romain Bey, Surbhi Bhatnagar, Alvar Javier Blanco-Martínez, Martin Boeker, John Booth, Silvano Bosari, Robert L. Bradford, Gabriel A. Brat, Stéphane Bréant, Nicholas W. Brown, Raffaele Bruno, William A. Bryant, Mauro Bucalo, Emily Bucholz, Anita Burgun, Tianxi Cai, Aldo Carmona, Charlotte Caucheteux, Julien Champ, Krista Y. Chen, Jin Chen, Lorenzo Chiudinelli, Kelly Cho, James J. Cimino, Tiago K. Colicchio, Sylvie Cormont, Sébastien Cossin, Jean B. Craig, Juan Luis Cruz-Bermúdez, Jaime Cruz-Rojo, Mohamad Daniar, Christel Daniel, Priyam Das, Batsal Devkota, Audrey Dionne, Rui Duan, Julien Dubiel, Loic Esteve, Hossein Estiri, Shirley Fan, Robert W. Follett, Thomas Ganslandt, Noelia García-Barrio, Lana X. Garmire, Nils Gehlenborg, Emily J. Getzen, Alon Geva, Tobias Gradinger, Alexandre Gramfort, Romain Griffier, Nicolas Griffon, Olivier Grisel, Alba Gutiérrez-Sacristán, Larry Han, David A. Hanauer, Christian Haverkamp, Derek Y. Hazard, Bing He, Darren W. Henderson, Martin Hilka, Kenneth M. Huling, Meghan R. Hutch, Richard W. Issitt, Anne-Sophie Jannot, Vianney Jouhet, Ramakanth Kavuluru, Chris J. Kennedy, Kate F. Kernan, Daniel A. Key, Katie Kirchoff, Jeffrey G. Klann, Isaac S. Kohane, Ian D. Krantz, Detlef Kraska, Ashok K. Krishnamurthy, Trang T. Le, Judith Leblanc, Guillaume Lemaitre, Leslie Lenert, Damien Leprovost, Molei Liu, Qi Long, Sara Lozano-Zahonero, Sadiqa Mahmood, Sarah Maidlow, Adeline Makoudjou, Anupama Maram, Patricia Martel, Marcelo R. Martins, Jayson S. Marwaha, Aaron J. Masino, Maria Mazzitelli, Arthur Mensch, Marianna Milano, Marcos F. Minicucci, Bertrand Moal, Taha Mohseni Ahooyi, Jason H. Moore, Cinta Moraleda, Jeffrey S. Morris, Karyn L. Moshal, Sajad Mousavi, Douglas A. Murad, Shawn N. Murphy, Thomas Naughton, Carlos Tadeu Breda Neto, Jane Newburger, Kee Yuan Ngiam, Wanjiku F. M. Njoroge, James B. Norman, Jihad Obeid, Marina P. Okoshi, Karen L. Olson, Gilbert S. Omenn, Nina Orlova, Brian Ostasiewski, Nathan P. Palmer, Nicolas Paris, Lav P. Patel, Miguel Pedrera-Jiménez, Ashley C. Pfaff, Emily R. Pfaff, Danielle Pillion, Sara Pizzimenti, Hans-Ulrich Prokosch, Robson A. Prudente, Andrea Prunotto, Víctor Quirós-González, Rachel B. Ramoni, Maryna Raskin, Siegbert Rieg, Gustavo Roig-Domínguez, Pablo Rojo, Paula Rubio-Mayo, Paolo Sacchi, Carlos Sáez, Elisa Salamanca, Malarkodi Jebathilagam Samayamuthu, L. Nelson Sanchez-Pinto, Arnaud Sandrin, Nandhini Santhanam, Janaina C. C. Santos, Fernando J. Sanz-Vidorreta, Maria Savino, Jürgen Schüttler, Luigia Scudeller, Neil J. Sebire, Pablo Serrano-Balazote, Patricia Serre, Arnaud Serret-Larmande, Mohsin Shah, Zahra Shakeri Hossein Abad, Domenick Silvio, Piotr Sliz, Jiyeon Son, Charles Sonday, Andrew M. South, Francesca Sperotto, Zachary H. Strasser, Amelia L. M. Tan, Bryce W. Q. Tan, Suzana E. Tanni, Deanne M. Taylor, Ana I. Terriza-Torres, Patric Tippmann, Emma M. S. Toh, Yi-Ju Tseng, Andrew K. Vallejos, Gaël Varoquaux, Margaret E. Vella, Guillaume Verdy, Jill-Jênn Vie, Shyam Visweswaran, Michele Vitacca, Kavishwar B. Wagholikar, Lemuel R. Waitman, Demian Wassermann, Griffin M. Weber, Martin Wolkewitz, Scott Wong, Zongqi Xia, Xin Xiong, Ye Ye, Nadir Yehya, William Yuan, Alberto Zambelli, Harrison G. Zhang, Daniela Zöller, Valentina Zuccaro, Chiara Zucco, Isaac S. Kohane, Tianxi Cai, Gabriel A. Brat. International comparisons of laboratory values from the 4CE collaborative to predict COVID-19 mortality. npj Digit. Medicine, 5, 2022. [doi]

@article{WeberHXPALKMGBS22,
  title = {International comparisons of laboratory values from the 4CE collaborative to predict COVID-19 mortality},
  author = {Griffin M. Weber and Chuan Hong and Zongqi Xia and Nathan P. Palmer and Paul Avillach and Sehi L'Yi and Mark S. Keller and Shawn N. Murphy and Alba Gutiérrez-Sacristán and Clara-Lea Bonzel and Arnaud Serret-Larmande and Antoine Neuraz and Gilbert S. Omenn and Shyam Visweswaran and Jeffrey G. Klann and Andrew M. South and Ne-Hooi Will Loh and Mario Cannataro and Brett K. Beaulieu-Jones and Riccardo Bellazzi and Giuseppe Agapito and Mario Alessiani and Bruce J. Aronow and Douglas S. Bell and Vincent Benoit and Florence T. Bourgeois and Luca Chiovato and Kelly Cho and Arianna Dagliati and Scott L. DuVall and Noelia García-Barrio and David A. Hanauer and Yuk-Lam Ho and John H. Holmes and Richard W. Issitt and Molei Liu and Yuan Luo 0001 and Kristine E. Lynch and Sarah Maidlow and Alberto Malovini and Kenneth D. Mandl and Chengsheng Mao and Michael E. Matheny and Jason H. Moore and Jeffrey S. Morris and Michele Morris and Danielle L. Mowery and Kee Yuan Ngiam and Lav P. Patel and Miguel Pedrera-Jiménez and Rachel B. Ramoni and Emily Schriver and Petra Schubert and Pablo Serrano-Balazote and Anastasia Spiridou and Amelia L. M. Tan and Byorn W. L. Tan and Valentina Tibollo and Carlo Torti and Enrico M. Trecarichi and Xuan Wang and James R. Aaron and Adem Albayrak and Giuseppe Albi and Anna Alloni and Danilo F. Amendola and François Angoulvant and Anthony L. L. J. Li and Fatima Ashraf and Andrew Atz and Paul Avillach and Paula S. Azevedo and James Balshi and Brett K. Beaulieu-Jones and Antonio Bellasi and Vincent Benoit and Michele Beraghi and José Luis Bernal-Sobrino and Mélodie Bernaux and Romain Bey and Surbhi Bhatnagar and Alvar Javier Blanco-Martínez and Martin Boeker and John Booth and Silvano Bosari and Robert L. Bradford and Gabriel A. Brat and Stéphane Bréant and Nicholas W. Brown and Raffaele Bruno and William A. Bryant and Mauro Bucalo and Emily Bucholz and Anita Burgun and Tianxi Cai and Aldo Carmona and Charlotte Caucheteux and Julien Champ and Krista Y. Chen and Jin Chen and Lorenzo Chiudinelli and Kelly Cho and James J. Cimino and Tiago K. Colicchio and Sylvie Cormont and Sébastien Cossin and Jean B. Craig and Juan Luis Cruz-Bermúdez and Jaime Cruz-Rojo and Mohamad Daniar and Christel Daniel and Priyam Das and Batsal Devkota and Audrey Dionne and Rui Duan and Julien Dubiel and Loic Esteve and Hossein Estiri and Shirley Fan and Robert W. Follett and Thomas Ganslandt and Noelia García-Barrio and Lana X. Garmire and Nils Gehlenborg and Emily J. Getzen and Alon Geva and Tobias Gradinger and Alexandre Gramfort and Romain Griffier and Nicolas Griffon and Olivier Grisel and Alba Gutiérrez-Sacristán and Larry Han and David A. Hanauer and Christian Haverkamp and Derek Y. Hazard and Bing He and Darren W. Henderson and Martin Hilka and Kenneth M. Huling and Meghan R. Hutch and Richard W. Issitt and Anne-Sophie Jannot and Vianney Jouhet and Ramakanth Kavuluru and Chris J. Kennedy and Kate F. Kernan and Daniel A. Key and Katie Kirchoff and Jeffrey G. Klann and Isaac S. Kohane and Ian D. Krantz and Detlef Kraska and Ashok K. Krishnamurthy and Trang T. Le and Judith Leblanc and Guillaume Lemaitre and Leslie Lenert and Damien Leprovost and Molei Liu and Qi Long and Sara Lozano-Zahonero and Sadiqa Mahmood and Sarah Maidlow and Adeline Makoudjou and Anupama Maram and Patricia Martel and Marcelo R. Martins and Jayson S. Marwaha and Aaron J. Masino and Maria Mazzitelli and Arthur Mensch and Marianna Milano and Marcos F. Minicucci and Bertrand Moal and Taha Mohseni Ahooyi and Jason H. Moore and Cinta Moraleda and Jeffrey S. Morris and Karyn L. Moshal and Sajad Mousavi and Douglas A. Murad and Shawn N. Murphy and Thomas Naughton and Carlos Tadeu Breda Neto and Jane Newburger and Kee Yuan Ngiam and Wanjiku F. M. Njoroge and James B. Norman and Jihad Obeid and Marina P. Okoshi and Karen L. Olson and Gilbert S. Omenn and Nina Orlova and Brian Ostasiewski and Nathan P. Palmer and Nicolas Paris and Lav P. Patel and Miguel Pedrera-Jiménez and Ashley C. Pfaff and Emily R. Pfaff and Danielle Pillion and Sara Pizzimenti and Hans-Ulrich Prokosch and Robson A. Prudente and Andrea Prunotto and Víctor Quirós-González and Rachel B. Ramoni and Maryna Raskin and Siegbert Rieg and Gustavo Roig-Domínguez and Pablo Rojo and Paula Rubio-Mayo and Paolo Sacchi and Carlos Sáez and Elisa Salamanca and Malarkodi Jebathilagam Samayamuthu and L. Nelson Sanchez-Pinto and Arnaud Sandrin and Nandhini Santhanam and Janaina C. C. Santos and Fernando J. Sanz-Vidorreta and Maria Savino and Jürgen Schüttler and Luigia Scudeller and Neil J. Sebire and Pablo Serrano-Balazote and Patricia Serre and Arnaud Serret-Larmande and Mohsin Shah and Zahra Shakeri Hossein Abad and Domenick Silvio and Piotr Sliz and Jiyeon Son and Charles Sonday and Andrew M. South and Francesca Sperotto and Zachary H. Strasser and Amelia L. M. Tan and Bryce W. Q. Tan and Suzana E. Tanni and Deanne M. Taylor and Ana I. Terriza-Torres and Patric Tippmann and Emma M. S. Toh and Yi-Ju Tseng and Andrew K. Vallejos and Gaël Varoquaux and Margaret E. Vella and Guillaume Verdy and Jill-Jênn Vie and Shyam Visweswaran and Michele Vitacca and Kavishwar B. Wagholikar and Lemuel R. Waitman and Demian Wassermann and Griffin M. Weber and Martin Wolkewitz and Scott Wong and Zongqi Xia and Xin Xiong and Ye Ye and Nadir Yehya and William Yuan and Alberto Zambelli and Harrison G. Zhang and Daniela Zöller and Valentina Zuccaro and Chiara Zucco and Isaac S. Kohane and Tianxi Cai and Gabriel A. Brat},
  year = {2022},
  doi = {10.1038/s41746-022-00601-0},
  url = {https://doi.org/10.1038/s41746-022-00601-0},
  researchr = {https://researchr.org/publication/WeberHXPALKMGBS22},
  cites = {0},
  citedby = {0},
  journal = {npj Digit. Medicine},
  volume = {5},
}