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Christopher G. Chute

 johns hopkins university

87H-index
617Paper Count
3.3WCitation Count
Published Papers 102
Publication Date
Multi-scale data improves performance of machine learning model for long COVID identification
err2026-05-05
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errChristopher Guardo; Zhang Xinmeng; Srushti Gangireddy; Yan Chao; V. Eric Kerchberger; Alyson L. Dickson; Emily R. Pfaff; Hiral Master; Xin Yi; Melissa Basford; Christopher G. Chute; Nguyen K. Tran; Salvatore Mancuso; Toufeeq Ahmed Syed; Zhao Zhongming; Feng QiPing; Melissa Haendel; Christopher Lunt; Paul A. Harris; Li Lang; Geoffrey S. Ginsburg; Joshua C. Denny; Dan M. Roden; Wei Wei-Qi
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Development of a robust corpus for automated evaluation of online health information in Chinese using the DISCERN scale
err2025-11-01
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PREAI
errTing, E.; Li, Xingxi; Liang, Jun; Ma, Junhao; Fang, Qichuan; Chen, Shanli; Lei, Jianbo; Chute, Christopher G.
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Effect of Paxlovid treatment during acute COVID-19 on Long COVID onset: An EHR-based target trial emulation from the N3C and RECOVER consortia
err2025-09-10
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errPreiss, Alexander; Bhatia, Abhishek; Aragon, Leyna V.; Baratta, John M.; Baskaran, Monika; Blancero, Frank; Brannock, M. Daniel; Chew, Robert F.; Diaz, Ivan; Fitzgerald, Megan; Kelly, Elizabeth P.; Zhou, Andrea G.; Carton, Thomas W.; Chute, Christopher G.; Haendel, Melissa; Moffitt, Richard; Pfaff, Emily
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Re-engineering a machine learning phenotype to adapt to the changing COVID-19 landscape: a machine learning modelling study from the N3C and RECOVER consortia
err2025-08-25
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errMiles Crosskey; Tomas McIntee; Sandy Preiss; Daniel Brannock; John M Baratta; Yun Jae Yoo; Emily Hadley; Frank Blanceró; Robert Chew; Johanna Loomba; Abhishek Bhatia; Christopher G Chute; Melissa Haendel; Richard Moffitt; Emily R Pfaff
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Advancing the science of genomic learning healthcare systems
err2025-07-23
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errTeri A. Manolio; Renee Rider; Carol J. Bult; Rex L. Chisholm; Patricia A. Deverka; Geoffrey S. Ginsburg; Eric D. Green; Gail P. Jarvik; George A. Mensah; Jahnavi Narula; Erin M. Ramos; Mary V. Relling; Dan M. Roden; Robb Rowley; Noura S. Abul-Husn; Adam H. Buchanan; Christopher G. Chute; Guilherme Del Fiol; Gai Elhanan; Susanne B. Haga; Rizwan Hamid; Carol R. Horowitz; Peter J. Hulick; Cynthia A. James; Janina M. Jeff; Bruce Korf; Latrice Landry; Deven McGraw; Howard L. McLeod; Nancy J. Mendelsohn; Travis Osterman; Casey Overby Taylor; Daryl Pritchard; Heidi L. Rehm; Krystal S. Tsosie; Jason L. Vassy; Karriem Watson; Ken Wiley Jr; Marc S. Williams
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Long COVID Incidence Proportion in Adults and Children Between 2020 and 2024: An EHR-Based Study From the RECOVER Initiative
err2025-02-05
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PREAI
errMandel, Hannah; Yoo, Yun J.; Allen, Andrea J.; Abedian, Sajjad; Verzani, Zoe; Karlson, Elizabeth W.; Kleinman, Lawrence C.; Mudumbi, Praveen C.; Oliveira, Carlos R.; Muszynski, Jennifer A.; Gross, Rachel S.; Carton, Thomas W.; Kim, C.; Taylor, Emily; Park, Heekyong; Divers, Jasmin; Kelly, J. Daniel; Arnold, Jonathan; Geary, Carol Reynolds; Zang, Chengxi; Tantisira, Kelan G.; Rhee, Kyung E.; Koropsak, Michael; Mohandas, Sindhu; Vasey, Andrew; Mosa, Abu Saleh Mohammad; Haendel, Melissa; Chute, Christopher G.; Murphy, Shawn N.; O'Brien, Lisa; Szmuszkovicz, Jacqueline; Guthe, Nicholas; Santana, Jorge L.; De, Aliva; Bogie, Amanda L.; Halabi, Katia C.; Mohanraj, Lathika; Kinser, Patricia A.; Packard, Samuel E.; Tuttle, Katherine R.; Hirabayashi, Kathryn; Kaushal, Rainu; Pfaff, Emily; Weiner, Mark G.; Thorpe, Lorna E.; Moffitt, Richard A.; RECOVER EHR Cohort
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AI-READI: rethinking AI data collection, preparation and sharing in diabetes research and beyond
err2024-11-08
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PREAI
errBaxter, Sally L.; de Sa, Virginia R.; Ferryman, Kadija; Jain, Prachee; Lee, Cecilia S.; Li-Pook-Than, Jennifer; Liu, T. Y. Alvin; Owen, Julia P.; Patel, Bhavesh; Yu, Qilu; Zangwill, Linda M.; Bahmani, Amir; Chute, Christopher G.; Edberg, Jeffrey C.; Hurst, Samantha; Ishikawa, Hiroshi; Lee, Aaron Y.; McGwin, Gerald; McWeeney, Shannon; Nebeker, Camille; Owsley, Cynthia; Singer, Sara J.; Adib, Riddhiman; Adibuzzaman, Mohammad; Alavi, Arash; Ashley, Catherine; Baer, Adrienne; Benton, Erik; Blazes, Marian; Cohen, Aaron; Cordier, Benjamin; Crist, Katie; Cuddy, Colleen; Gasimova, Aydan; Gim, Nayoon; Hong, Stephanie; Kim, Trina; Lin, Wei-Chun; Mitchell, Jessica; Ngadisastra, Caitlyn; Patronilo, Victoria; Shaffer, Jamie; Soundarajan, Sanjay; Zhao, Kevin; Drolet, Caroline; Lucero, Abigail; Matthies, Dawn; Pittock, Hanna; Watkins, Kate; York, Brittany; Amankwa, Charles E.; Bangudi, Monique; Haboudal, Nada; Hallaj, Shahin; Heinke, Anna; Huang, Lingling; Kalaw, Fritz Gerald P.; Karsolia, Apoorva; Khazaei, Hadi; Mohammed, Muna; Simpkins, Kyongmi; Wang, Xujing
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COVID-19 outcomes in persons with hemophilia: results from a US-based national COVID-19 surveillance registry (vol 22, pg 61, 2024)
err2024-11-01
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PREAI
errSharathkumar, Anjali; Wendt, Linder; Ortman, Chris; Srinivasan, Ragha; Chute, Christopher G.; Chrischilles, Elizabeth; Takemoto, Clifford M.
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Finding Long-COVID: temporal topic modeling of electronic health records from the N3C and RECOVER programs
err2024-10-21
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errO'Neil, Shawn T.; Madlock-Brown, Charisse; Wilkins, Kenneth J.; McGrath, Brenda M.; Davis, Hannah E.; Assaf, Gina S.; Wei, Hannah; Zareie, Parya; French, Evan T.; Loomba, Johanna; McMurry, Julie A.; Zhou, Andrea; Chute, Christopher G.; Moffitt, Richard A.; Pfaff, Emily R.; Yoo, Yun Jae; Leese, Peter; Chew, Robert F.; Lieberman, Michael; Haendel, Melissa A.
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A Case Demonstration of the Open Health Natural LanguageProcessing Toolkit From the National COVID-19 CohortCollaborative and the Researching COVID to Enhance RecoveryPrograms for a Natural Language Processing System forCOVID-19 or Postacute Sequelae of SARS CoV-2 Infection:Algorithm Development and Validation
err2024-09-09
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errWen, Andrew; Wang, Liwei; He, Huan; Fu, Sunyang; Liu, Sijia; Hanauer, David A.; Harris, Daniel R.; Kavuluru, Ramakanth; Zhang, Rui; Natarajan, Karthik; Pavinkurve, Nishanthp; Hajagos, Janos; Rajuper, Sritha; Lingam, Veena; Saltz, Mary; Elowsky, Corey; Moffitt, Richard A.; Koraishy, Farrukh M.; Palchuk, Matvey B.; Donovan, Jordan; Lingrey, Lora; Stone-DerHagopian, Garo; Miller, Robert T.; Williams, Andrew E.; Leese, Peter J.; Kovach, Paul, I; Pfaff, Emily R.; Zemme, Mikhail; Pates, Robert D.; Guthe, Nick; Haendel, Melissa A.; Chute, Christopher G.; Liu, Hongfang
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Insights from an N3C RECOVER EHR-based cohort study characterizing SARS-CoV-2 reinfections and Long COVID
err2024-07-11
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errHadley, Emily; Yoo, Yun Jae; Patel, Saaya; Zhou, Andrea; Laraway, Bryan; Wong, Rachel; Preiss, Alexander; Chew, Rob; Davis, Hannah; Brannock, M. Daniel; Chute, Christopher G.; Pfaff, Emily R.; Loomba, Johanna; Haendel, Melissa; Hill, Elaine; Moffitt, Richard
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Artificial Intelligence and Technology Collaboratories: Innovating aging research and Alzheimer's care
err2024-02-07
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errAbadir, Peter; Oh, Esther; Chellappa, Rama; Choudhry, Niteesh; Demiris, George; Ganesan, Deepak; Karlawish, Jason; Marlin, Benjamin; Li, Rose M.; Dehak, Najim; Arbaje, Alicia; Unberath, Mathias; Cudjoe, Thomas; Chute, Christopher; Moore, Jason H.; Phan, Phillip; Samus, Quincy; Schoenborn, Nancy L.; Battle, Alexis; Walston, Jeremy D.
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Effectiveness of mRNA Booster Vaccine Against Coronavirus Disease 2019 Infection and Severe Outcomes Among Persons With and Without Immune Dysfunction: A Retrospective Cohort Study of National Electronic Medical Record Data in the United States
err2024-01-11
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errSun, Jing; Zheng, Qulu; Anzalone, Alfred J.; Abraham, Alison G.; Olex, Amy L.; Zhang, Yifan; Mathew, Jomol; Safdar, Nasia; Haendel, Melissa A.; Segev, Dorry; Islam, Jessica Y.; Singh, Jasvinder A.; Mannon, Roslyn B.; Chute, Christopher G.; Patel, Rena C.; Kirk, Gregory D.
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COVID-19 outcomes in persons with hemophilia: results from a US-based national COVID-19 surveillance registry
err2024-01-01
err4
errOAAI
errSharathkumar, Anjali; Wendt, Linder; Ortman, Chris; Srinivasan, Ragha; Chute, Christopher G.; Chrischilles, Elizabeth; Takemoto, Clifford M.
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Sample average treatment effect on the treated (SATT) analysis using counterfactual explanation identifies BMT and SARS-CoV-2 vaccination as protective risk factors associated with COVID-19 severity and survival in patients with multiple myeloma
err2023-12-07
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errMitra, Amit Kumar; Mukherjee, Ujjal Kumar; Mazumder, Suman; Madhira, Vithal; Bergquist, Timothy; Shao, Yu Raymond; Liu, Feifan; Song, Qianqian; Su, Jing; Kumar, Shaji; Bates, Benjamin A.; Sharafeldin, Noha; Topaloglu, Umit; Chute, Christopher G.; Moffitt, Richard A.; Haendel, Melissa A.
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The Monarch Initiative in 2024: an analytic platform integrating phenotypes, genes and diseases across species
err2023-11-24
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errPutman, Tim E.; Schaper, Kevin; Matentzoglu, Nicolas; Rubinetti, Vincent P.; Alquaddoomi, Faisal S.; Cox, Corey; Caufield, J. Harry; Elsarboukh, Glass; Gehrke, Sarah; Hegde, Harshad; Reese, Justin T.; Braun, Ian; Bruskiewich, Richard M.; Cappelletti, Luca; Carbon, Seth; Caron, Anita R.; Chan, Lauren E.; Chute, Christopher G.; Cortes, Katherina G.; De Souza, Vinicius; Fontana, Tommaso; Harris, Nomi L.; Hartley, Emily L.; Hurwitz, Eric; Jacobsen, Julius O. B.; Krishnamurthy, Madan; Laraway, Bryan J.; McLaughlin, James A.; McMurry, Julie A.; Moxon, Sierra A. T.; Mullen, Kathleen R.; O'Neil, Shawn T.; Shefchek, Kent A.; Stefancsik, Ray; Toro, Sabrina; Vasilevsky, Nicole A.; Walls, Ramona L.; Whetzel, Patricia L.; Osumi-Sutherland, David; Smedley, Damian; Robinson, Peter N.; Mungall, Christopher J.; Haendel, Melissa A.; Munoz-Torres, Monica C.
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The Human Phenotype Ontology in 2024: phenotypes around the world
err2023-11-11
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errGargano, Michael A.; Matentzoglu, Nicolas; Coleman, Ben; Addo-Lartey, Eunice B.; Anagnostopoulos, Anna, V; Anderton, Joel; Avillach, Paul; Bagley, Anita M.; Bakstein, Eduard; Balhoff, James P.; Baynam, Gareth; Bello, Susan M.; Berk, Michael; Bertram, Holli; Bishop, Somer; Blau, Hannah; Bodenstein, David F.; Botas, Pablo; Boztug, Kaan; Cady, Jolana; Callahan, Tiffany J.; Cameron, Rhiannon; Carbon, Seth J.; Castellanos, Francisco; Caufield, J. Harry; Chan, Lauren E.; Chute, Christopher G.; Cruz-Rojo, Jaime; Dahan-Oliel, Noemi; Davids, Jon R.; de Dieuleveult, Maud; de Souza, Vinicius; de Vries, Bert B. A.; de Vries, Esther; DePaulo, J. Raymond; Derfalvi, Beata; Dhombres, Ferdinand; Diaz-Byrd, Claudia; Dingemans, Alexander J. M.; Donadille, Bruno; Duyzend, Michael; Elfeky, Reem; Essaid, Shahim; Fabrizzi, Carolina; Fico, Giovanna; Firth, Helen, V; Freudenberg-Hua, Yun; Fullerton, Janice M.; Gabriel, Davera L.; Gilmour, Kimberly; Giordano, Jessica; Goes, Fernando S.; Moses, Rachel Gore; Green, Ian; Griese, Matthias; Groza, Tudor; Gu, Weihong; Guthrie, Julia; Gyori, Benjamin; Hamosh, Ada; Hanauer, Marc; Hanusova, Katerina; He, Yongqun (Oliver); Hegde, Harshad; Helbig, Ingo; Holasova, Katerina; Hoyt, Charles Tapley; Huang, Shangzhi; Hurwitz, Eric; Jacobsen, Julius O. B.; Jiang, Xiaofeng; Joseph, Lisa; Keramatian, Kamyar; King, Bryan; Knoflach, Katrin; Koolen, David A.; Kraus, Megan L.; Kroll, Carlo; Kusters, Maaike; Ladewig, Markus S.; Lagorce, David; Lai, Meng-Chuan; Lapunzina, Pablo; Laraway, Bryan; Lewis-Smith, David; Li, Xiarong; Lucano, Caterina; Majd, Marzieh; Marazita, Mary L.; Martinez-Glez, Victor; McHenry, Toby H.; McInnis, Melvin G.; McMurry, Julie A.; Mihulova, Michaela; Millett, Caitlin E.; Mitchell, Philip B.; Moslerova, Veronika; Narutomi, Kenji; Nematollahi, Shahrzad; Nevado, Julian; Nierenberg, Andrew A.; Cajbikova, Nikola Novak; Nurnberger, John I., Jr.; Ogishima, Soichi; Olson, Daniel; Ortiz, Abigail; Pachajoa, Harry; Perez de Nanclares, Guiomar; Peters, Amy; Putman, Tim; Rapp, Christina K.; Rath, Ana; Reese, Justin; Rekerle, Lauren; Roberts, Angharad M.; Roy, Suzy; Sanders, Stephan J.; Schuetz, Catharina; Schulte, Eva C.; Schulze, Thomas G.; Schwarz, Martin; Scott, Katie; Seelow, Dominik; Seitz, Berthold; Shen, Yiping; Similuk, Morgan N.; Simon, Eric S.; Singh, Balwinder; Smedley, Damian; Smith, Cynthia L.; Smolinsky, Jake T.; Sperry, Sarah; Stafford, Elizabeth; Stefancsik, Ray; Steinhaus, Robin; Strawbridge, Rebecca; Sundaramurthi, Jagadish Chandrabose; Talapova, Polina; Tenorio Castano, Jair A.; Tesner, Pavel; Thomas, Rhys H.; Thurm, Audrey; Turnovec, Marek; van Gijn, Marielle E.; Vasilevsky, Nicole A.; Vlckova, Marketa; Walden, Anita; Wang, Kai; Wapner, Ron; Ware, James S.; Wiafe, Addo A.; Wiafe, Samuel A.; Wiggins, Lisa D.; Williams, Andrew E.; Wu, Chen; Wyrwoll, Margot J.; Xiong, Hui; Yalin, Nefize; Yamamoto, Yasunori; Yatham, Lakshmi N.; Yocum, Anastasia K.; Young, Allan H.; Yueksel, Zafer; Zandi, Peter P.; Zankl, Andreas; Zarante, Ignacio; Zvolsky, Miroslav; Toro, Sabrina; Carmody, Leigh C.; Harris, Nomi L.; Munoz-Torres, Monica C.; Danis, Daniel; Mungall, Christopher J.; Koehler, Sebastian; Haendel, Melissa A.; Robinson, Peter N.
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Risk factors associated with post-acute sequelae of SARS-CoV-2: an N3C and NIH RECOVER study
err2023-10-25
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errHill, Elaine L.; Mehta, Hemalkumar B.; Sharma, Suchetha; Mane, Klint; Singh, Sharad Kumar; Xie, Catherine; Cathey, Emily; Loomba, Johanna; Russell, Seth; Spratt, Heidi; DeWitt, Peter E.; Ammar, Nariman; Madlock-Brown, Charisse; Brown, Donald; McMurry, Julie A.; Chute, Christopher G.; Haendel, Melissa A.; Moffitt, Richard; Pfaff, Emily R.; Bennett, Tellen D.
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The promise of AI and technology to improve quality of life and care for older adults
err2023-05-25
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errAbadir, Peter; Chellappa, Rama; Choudhry, Niteesh; Demiris, George; Ganesan, Deepak M.; Karlawish, Jason H.; Marlin, Benjamin D.; Li, Rose M.; Dehak, Najim; Arbaje, Alicia; Unberath, Mathias I.; Cudjoe, Thomas K. M.; Saria, Suchi; Oh, Esther; Lundebjerg, Nancy; Chute, Christopher; Moore, Jason G.; Phan, Phillip; Samus, Quincy; Schoenborn, Nancy L.; Walston, Jeremy; AITCs
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Long COVID risk and pre-COVID vaccination in an EHR-based cohort study from the RECOVER program
err2023-05-22
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errBrannock, M. Daniel; Chew, Robert F.; Preiss, Alexander J.; Hadley, Emily C.; Redfield, Signe; McMurry, Julie A.; Leese, Peter J.; Girvin, Andrew T.; Crosskey, Miles; Zhou, Andrea G.; Moffitt, Richard A.; Funk, Michele Jonsson; Pfaff, Emily R.; Haendel, Melissa A.; Chute, Christopher G.; Stuermer, Til; Divers, Jasmin; Sturmer, Til; Loomba, Johanna J.; Koraishy, Farrukh M.; Thorpe, Lorna E.; Horwitz, Leora; Katz, Stuart
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