Characterizing the temporal changes in association between modifiable risk factors and acute kidney injury with multi-view analysis
Liu, Kang, Yuan, Borong, Zhang, Xiangzhou, Chen, Weiqi, Patel, Lav P., Hu, Yong, Liu, Mei
Published in International journal of medical informatics (Shannon, Ireland) (01.07.2022)
Published in International journal of medical informatics (Shannon, Ireland) (01.07.2022)
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Enhancing PCORnet Clinical Research Network data completeness by integrating multistate insurance claims with electronic health records in a cloud environment aligned with CMS security and privacy requirements
Waitman, Lemuel R, Song, Xing, Walpitage, Dammika Lakmal, Connolly, Daniel C, Patel, Lav P, Liu, Mei, Schroeder, Mary C, VanWormer, Jeffrey J, Mosa, Abu Saleh, Anye, Ernest T, Davis, Ann M
Published in Journal of the American Medical Informatics Association : JAMIA (15.03.2022)
Published in Journal of the American Medical Informatics Association : JAMIA (15.03.2022)
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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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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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What Every Reader Should Know About Studies Using Electronic Health Record Data but May Be Afraid to Ask
Kohane, Isaac S, Aronow, Bruce J, Avillach, Paul, Beaulieu-Jones, Brett K, Bellazzi, Riccardo, Bradford, Robert L, Brat, Gabriel A, Cannataro, Mario, Cimino, James J, García-Barrio, Noelia, Gehlenborg, Nils, Ghassemi, Marzyeh, Gutiérrez-Sacristán, Alba, Hanauer, David A, Holmes, John H, Hong, Chuan, Klann, Jeffrey G, Loh, Ne Hooi Will, Luo, Yuan, Mandl, Kenneth D, Daniar, Mohamad, Moore, Jason H, Murphy, Shawn N, Neuraz, Antoine, Ngiam, Kee Yuan, Omenn, Gilbert S, Palmer, Nathan, Patel, Lav P, Pedrera-Jiménez, Miguel, Sliz, Piotr, South, Andrew M, Tan, Amelia Li Min, Taylor, Deanne M, Taylor, Bradley W, Torti, Carlo, Vallejos, Andrew K, Wagholikar, Kavishwar B, Weber, Griffin M, Cai, Tianxi
Published in Journal of medical Internet research (02.03.2021)
Published in Journal of medical Internet research (02.03.2021)
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Multinational Prevalence of Neurological Phenotypes in Patients Hospitalized with COVID-19
Le, Trang T, Gutiérrez-Sacristán, Alba, Son, Jiyeon, Hong, Chuan, South, Andrew M, Beaulieu-Jones, Brett K, Loh, Ne Hooi Will, Luo, Yuan, Morris, Michele, Ngiam, Kee Yuan, Patel, Lav P, Samayamuthu, Malarkodi J, Schriver, Emily, Tan, Amelia Lm, Moore, Jason, Cai, Tianxi, Omenn, Gilbert S, Avillach, Paul, Kohane, Isaac S, Visweswaran, Shyam, Mowery, Danielle L, Xia, Zongqi
Published in medRxiv : the preprint server for health sciences (29.01.2021)
Published in medRxiv : the preprint server for health sciences (29.01.2021)
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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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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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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
Acute respiratory distress syndrome after SARS-CoV-2 infection on young adult population: International observational federated study based on electronic health records through the 4CE consortium
Bertrand Moal, Arthur Orieux, Thomas Ferté, Antoine Neuraz, Gabriel A Brat, Paul Avillach, Clara-Lea Bonzel, Tianxi Cai, Kelly Cho, Sébastien Cossin, Romain Griffier, David A Hanauer, Christian Haverkamp, Yuk-Lam Ho, Chuan Hong, Meghan R Hutch, Jeffrey G Klann, Trang T Le, Ne Hooi Will Loh, Yuan Luo, Adeline Makoudjou, Michele Morris, Danielle L Mowery, Karen L Olson, Lav P Patel, Malarkodi J Samayamuthu, Fernando J Sanz Vidorreta, Emily R Schriver, Petra Schubert, Guillaume Verdy, Shyam Visweswaran, Xuan Wang, Griffin M Weber, Zongqi Xia, William Yuan, Harrison G Zhang, Daniela Zöller, Isaac S Kohane, Consortium for Clinical Characterization of COVID-19 by EHR (4CE), Alexandre Boyer, Vianney Jouhet
Published in PloS one (01.01.2023)
Published in PloS one (01.01.2023)
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Journal Article
International electronic health record-derived COVID-19 clinical course profiles: the 4CE consortium
Brat, Gabriel A, Weber, Griffin M, Gehlenborg, Nils, Avillach, Paul, Palmer, Nathan P, Chiovato, Luca, Cimino, James, Waitman, Lemuel R, Omenn, Gilbert S, Malovini, Alberto, Moore, Jason H, Beaulieu-Jones, Brett K, Tibollo, Valentina, Murphy, Shawn N, Yi, Sehi L', Keller, Mark S, Bellazzi, Riccardo, Hanauer, David A, Serret-Larmande, Arnaud, Gutierrez-Sacristan, Alba, Holmes, John J, Bell, Douglas S, Mandl, Kenneth D, Follett, Robert W, Klann, Jeffrey G, Murad, Douglas A, Scudeller, Luigia, Bucalo, Mauro, Kirchoff, Katie, Craig, Jean, Obeid, Jihad, Jouhet, Vianney, Griffier, Romain, Cossin, Sebastien, Moal, Bertrand, Patel, Lav P, Bellasi, Antonio, Prokosch, Hans U, Kraska, Detlef, Sliz, Piotr, Tan, Amelia L M, Ngiam, Kee Yuan, Zambelli, Alberto, Mowery, Danielle L, Schiver, Emily, Devkota, Batsal, Bradford, Robert L, Daniar, Mohamad, Daniel, Christel, Benoit, Vincent, Bey, Romain, Paris, Nicolas, Serre, Patricia, Orlova, Nina, Dubiel, Julien, Hilka, Martin, Jannot, Anne Sophie, Breant, Stephane, Leblanc, Judith, Griffon, Nicolas, Burgun, Anita, Bernaux, Melodie, Sandrin, Arnaud, Salamanca, Elisa, Cormont, Sylvie, Ganslandt, Thomas, Gradinger, Tobias, Champ, Julien, Boeker, Martin, Martel, Patricia, Esteve, Loic, Gramfort, Alexandre, Grisel, Olivier, Leprovost, Damien, Moreau, Thomas, Varoquaux, Gael, Vie, Jill-Jênn, Wassermann, Demian, Mensch, Arthur, Caucheteux, Charlotte, Haverkamp, Christian, Lemaitre, Guillaume, Bosari, Silvano, Krantz, Ian D, South, Andrew, Cai, Tianxi, Kohane, Isaac S
Published in NPJ digital medicine (19.08.2020)
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Published in NPJ digital medicine (19.08.2020)
Journal Article
International Comparisons of Harmonized Laboratory Value Trajectories to Predict Severe COVID-19: Leveraging the 4CE Collaborative Across 342 Hospitals and 6 Countries: A Retrospective Cohort Study
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
Published in medRxiv : the preprint server for health sciences (05.02.2021)
Published in medRxiv : the preprint server for health sciences (05.02.2021)
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