Sperotto, Francesca; Gutierrez-Sacristan, Alba; Makwana, Simran; Li, Xiudi; Rofeberg, Valerie N.; Cai, Tianxi; Bourgeois, Florence T.; Omenn, Gilbert S.; Hanauer, David A.; Saez, Carlos; Bonzel, Clara-Lea; Bucholz, Emily; Dionne, Audrey; Elias, Matthew D.; Garcia-Barrio, Noelia; Gonzalez, Tomas Gonzalez; 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-Jimenez, 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

Generate Analysis-Ready Data for Real-world Evidence: Tutorial for Harnessing Electronic Health Records With Advanced Informatic Technologies

JOURNAL OF MEDICAL INTERNET RESEARCH

IF6

2023-05-256

OAAI

Potential pitfalls in the use of real-world data for studying long COVID

使用真实世界数据研究长COVID的潜在陷阱

NATURE MEDICINE

IF50

2023-04-1310

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

Informative missingness: What can we learn from patterns in missing laboratory data in the electronic health record?

信息缺失: 我们可以从电子健康记录中丢失实验室数据的模式中学到什么？

JOURNAL OF BIOMEDICAL INFORMATICS

IF4.5

2023-03-015

OAAI

Tan, Amelia L. M.; Getzen, Emily J.; Hutch, Meghan R.; Strasser, Zachary H.; Gutierrez-Sacristan, 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.; Loh, He Hooi Will; Luo, Yuan; Murphy, Shawn N.; Hgiam, Kee Yuan; Omenn, Gilbert S.; Patel, Lav P.; Samayamuthu, Malarkodi Jebathilagam; Shriver, Emily R.; Abad, Zahra Shakeri Hossein; Tan, Byorn W. L.; Visweswaran, Shyam; Wang, Xuan; Weber, Griffin M.; Xia, Zongqi; Verdy, Bertrand; Long, Qi; Mowery, Danielle L.; Holmes, John H.

Long-term kidney function recovery and mortality after COVID-19-associated acute kidney injury: An international multi-centre observational cohort study

COVID-19-associated急性肾损伤后长期肾功能恢复和死亡率: 一项国际多中心观察性队列研究

ECLINICALMEDICINE

IF10

2023-01-0139

OAAI

Tan, Byorn W. L.; Tan, Bryce W. Q.; Tan, Amelia L. M.; Schriver, Emily R.; Gutierrez-Sacristan, Alba; Das, Priyam; Yuan, William; Hutch, Meghan R.; Garcia Barrio, Noelia; Pedrera Jimenez, Miguel; Abu-el-rub, Noor; Morris, Michele; Moal, Bertrand; Verdy, Guillaume; Cho, Kelly; Ho, Yuk-Lam; Patel, Lav P.; Dagliati, Arianna; Neuraz, Antoine; Klann, Jeffrey G.; South, Andrew M.; Visweswaran, Shyam; Hanauer, David A.; Maidlow, Sarah E.; Liu, Mei; Mowery, Danielle L.; Batugo, Ashley; Makoudjou, Adeline; Tippmann, Patric; Zoeller, Daniela; Brat, Gabriel A.; Luo, Yuan; Avillach, Paul; Bellazzi, Riccardo; Chiovato, Luca; Malovini, Alberto; Tibollo, Valentina; Samayamuthu, Malarkodi Jebathilagam; Balazote, Pablo Serrano; Xia, Zongqi; Loh, Ne Hooi Will; Chiudinelli, Lorenzo; Bonzel, Clara-Lea; Hong, Chuan; Zhang, Harrison G.; Weber, Griffin M.; Kohane, Isaac S.; Cai, Tianxi; Omenn, Gilbert S.; Holmes, John H.; Ngiam, Kee Yuan

SurvMaximin: Robust federated approach to transporting survival risk prediction models

JOURNAL OF BIOMEDICAL INFORMATICS

IF4.5

2022-10-0114

OAAI

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.; Gutierrez-Sacristan, Alba; Bellazzi, Riccardo; Chiovato, Luca; Cho, Kelly; Dagliati, Arianna; Estiri, Hossein; Garcia-Barrio, Noelia; Griffier, Romain; Hanauer, David A.; Ho, Yuk-Lam; Holmes, John H.; Keller, Mark S.; MEng, Jeffrey G. Klann; 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; Ngiam, Kee Yuan; Omenn, Gilbert S.; Patel, Lav P.; Pedrera-Jimenez, Miguel; Prunotto, Andrea; Samayamuthu, Malarkodi Jebathilagam; Vidorreta, Fernando J. Sanz; 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; Zoller, Daniela; Kohane, Isaac S.; Avillach, Paul; Guo, Zijian; Cai, Tianxi

Multiview Incomplete Knowledge Graph Integration with application to cross-institutional EHR data harmonization

JOURNAL OF BIOMEDICAL INFORMATICS

IF4.5

2022-09-0117

OAAI

International electronic health record-derived post-acute sequelae profiles of COVID-19 patients

NPJ DIGITAL MEDICINE

IF15.1

2022-06-2920

OAAI

Zhang, Harrison G.; Dagliati, Arianna; Abad, Zahra Shakeri Hossein; 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.; Gutierrez-Sacristan, 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.

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

4CE合作预测新型冠状病毒肺炎死亡率的实验室值的国际比较

NPJ DIGITAL MEDICINE

IF15.1

2022-06-1311

OAAI

Weber, Griffin M.; Hong, Chuan; Xia, Zongqi; Palmer, Nathan P.; Avillach, Paul; L'Yi, Sehi; Keller, Mark S.; Murphy, Shawn N.; Gutierrez-Sacristan, 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 Garcia; 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.

International Changes in COVID-19 Clinical Trajectories Across 315 Hospitals and 6 Countries: Retrospective Cohort Study (vol 23, e31400, 2021)

JOURNAL OF MEDICAL INTERNET RESEARCH

IF6

2021-11-302

Weber, Griffin M.; Zhang, Harrison G.; L'Yi, Sehi; Bonzel, Clara-Lea; Hong, Chuan; Avillach, Paul; Gutierrez-Sacristan, 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.; Barrio, Noelia Garcia; Hanauer, David A.; Henderson, Darren W.; Ho, Yuk-Lam; Holmes, H.; Hutch, Meghan R.; Kavuluru, Ramakanth; Kirchoff, Katie; Klann, Jeffrey G.; Krishnamurthy, Ashok K.; Le, Trang; 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.; Jimenez, Miguel Pedrera; Prudente, Robson A.; Samayamuthu, Malarkodi Jebathilagam; Vidorreta, Fernando J. Sanz; Schriver, Emily R.; Schubert, Petra; Balazote, Pablo Serrano; Tan, Byorn W. L.; Tanni, E.; Tibollo, Valentina; Visweswaran, Shyam; Wagholikar, Kavishwar B.; Xia, Zongqi; Zoeller, Daniela; Kohane, Isaac S.; Cai, Tianxi; South, Andrew M.; Brat, Gabriel A.

International Changes in COVID-19 Clinical Trajectories Across 315 Hospitals and 6 Countries: Retrospective Cohort Study

JOURNAL OF MEDICAL INTERNET RESEARCH

IF6

2021-10-1118

Weber, Griffin M.; Zhang, Harrison G.; L'Yi, Sehi; Bonzel, Clara-Lea; Hong, Chuan; Avillach, Paul; Gutierrez-Sacristan, 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.; Garcia 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 Jimenez, Miguel; Prudente, Robson A.; Samayamuthu, Malarkodi Jebathilagam; Vidorreta, Fernando J. Sanz; Schriver, Emily R.; Schubert, Petra; Balazote, Pablo Serrano; Tan, Byorn W. L.; Tanni, Suzana E.; Tibollo, Valentina; Visweswaran, Shyam; Wagholikar, Kavishwar B.; Xia, Zongqi; Zoeller, Daniela; Kohane, Isaac S.; Cai, Tianxi; South, Andrew M.; Brat, Gabriel A.

Clara-Lea Bonzel

个人简介

教育背景

工作经历

荣誉奖项

研究方向