An Ontology-Based Approach for Consolidating Patient Data Standardized With European Norm/International Organization for Standardization 13606 (EN/ISO 13606) Into Joint Observation...

per Frid, Santiago, Pastor Duran, Xavier, Bracons Cucó, Guillem, Pedrera-Jiménez, Miguel, Serrano-Balazote, Pablo, Muñoz Carrero, Adolfo, Lozano-Rubí, Raimundo
Publicat 2023

A Machine Learning Approach for the Differential Diagnosis between Sars-COV19 Infection and Influenza Viruses with Hematological Morphologic DATA (CELL MORPHOLOGIC DATA)

per Boyero, Fernando Calvo, Gomez Rojas, Sandra Gomez, Perez Segura, Gloria, Lopez Jimenez, Ana, Pedrera Jimenez, Miguel, Carreño Gomez-Tarragona, Gonzalo, Buendía Ureña, Buenaventura, Martinez Lopez, Joaquin
Publicat 2020

TransformEHRs: a flexible methodology for building transparent ETL processes for EHR reuse

per Pedrera-Jiménez, Miguel, García-Barrio, Noelia, Rubio-Mayo, Paula, Tato-Gómez, Alberto, Cruz-Bermúdez, Juan Luis, Bernal-Sobrino, José Luis, Muñoz-Carrero, Adolfo, Serrano-Balazote, Pablo
Publicat 2022

Healthcare outcomes in patients with HIV infection at a tertiary hospital during the COVID-19 pandemic

per Quirós-González, Víctor, Rubio, Rafael, Pulido, Federico, Rial-Crestelo, David, Martín-Jurado, Carlos, Hernández-Ros, María Ángeles, López-Jiménez, Elena Ana, Ferrari, José Miguel, Caro-Teller, José Manuel, Pinar, Óscar, Pedrera-Jiménez, Miguel, García-Barrio, Noelia, Serrano, Pablo, Bernal, José Luis
Publicat 2023

Healthcare outcomes in patients with HIV infection at a tertiary hospital during the COVID-19 pandemic

per Quirós-González, Víctor, Rubio, Rafael, Pulido, Federico, Rial-Crestelo, David, Martín-Jurado, Carlos, Hernández-Ros, María Ángeles, López-Jiménez, Elena Ana, Ferrari, José Miguel, Caro-Teller, José Manuel, Pinar, Óscar, Pedrera-Jiménez, Miguel, García-Barrio, Noelia, Serrano, Pablo, Bernal, José Luis
Publicat 2023

Development and validation of COEWS (COVID-19 Early Warning Score) for hospitalized COVID-19 with laboratory features: A multicontinental retrospective study

per Klén, Riku, Huespe, Ivan A, Gregalio, Felipe Aníbal, Lalueza Blanco, Antonio Lalueza, Pedrera Jimenez, Miguel, Garcia Barrio, Noelia, Valdez, Pascual Ruben, Mirofsky, Matias A, Boietti, Bruno, Gómez-Huelgas, Ricardo, Casas-Rojo, José Manuel, Antón-Santos, Juan Miguel, Pollan, Javier Alberto, Gómez-Varela, David
Publicat 2023

Obtaining EHR-derived datasets for COVID-19 research within a short time: a flexible methodology based on Detailed Clinical Models

per Pedrera-Jiménez, Miguel, García-Barrio, Noelia, Cruz-Rojo, Jaime, Terriza-Torres, Ana Isabel, López-Jiménez, Elena Ana, Calvo-Boyero, Fernando, Jiménez-Cerezo, María Jesús, Blanco-Martínez, Alvar Javier, Roig-Domínguez, Gustavo, Cruz-Bermúdez, Juan Luis, Bernal-Sobrino, José Luis, Serrano-Balazote, Pablo, Muñoz-Carrero, Adolfo
Publicat 2021

Development and evaluation of a machine learning-based in-hospital COVID-19 disease outcome predictor (CODOP): A multicontinental retrospective study

per Klén, Riku, Purohit, Disha, Gómez-Huelgas, Ricardo, Casas-Rojo, José Manuel, Antón-Santos, Juan Miguel, Núñez-Cortés, Jesús Millán, Lumbreras, Carlos, Ramos-Rincón, José Manuel, García Barrio, Noelia, Pedrera-Jiménez, Miguel, Lalueza Blanco, Antonio, Martin-Escalante, María Dolores, Rivas-Ruiz, Francisco, Onieva-García, Maria Ángeles, Young, Pablo, Ramirez, Juan Ignacio, Titto Omonte, Estela Edith, Gross Artega, Rosmery, Canales Beltrán, Magdy Teresa, Valdez, Pascual Ruben, Pugliese, Florencia, Castagna, Rosa, Huespe, Ivan A, Boietti, Bruno, Pollan, Javier A, Funke, Nico, Leiding, Benjamin, Gómez-Varela, David
Publicat 2022

Clinical phenotypes and outcomes in children with multisystem inflammatory syndrome across SARS-CoV-2 variant eras: a multinational study from the 4CE consortium

per Sperotto, Francesca, Gutiérrez-Sacristán, Alba, Makwana, Simran, Li, Xiudi, Rofeberg, Valerie N., Cai, Tianxi, Bourgeois, Florence T., Omenn, Gilbert S., Hanauer, David A., Sáez, Carlos, Bonzel, Clara-Lea, Bucholz, Emily, Dionne, Audrey, Elias, Matthew D., García-Barrio, Noelia, González, Tomás González, 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-Jiménez, 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
Publicat 2023

What Every Reader Should Know About Studies Using Electronic Health Record Data but May Be Afraid to Ask

per 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
Publicat 2021

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

per Tan, Byorn W.L., Tan, Bryce W.Q., Tan, Amelia L.M., Schriver, Emily R., Gutiérrez-Sacristán, Alba, Das, Priyam, Yuan, William, Hutch, Meghan R., García 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, Zöller, Daniela, Brat, Gabriel A., Luo, Yuan, Avillach, Paul, Bellazzi, Riccardo, Chiovato, Luca, Malovini, Alberto, Tibollo, Valentina, Samayamuthu, Malarkodi Jebathilagam, Serrano Balazote, Pablo, 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
Publicat 2022

Characteristics and outcomes of an international cohort of 600 000 hospitalized patients with COVID-19

per Kartsonaki, Christiana, Baillie, J Kenneth, Barrio, Noelia García, Baruch, Joaquín, Beane, Abigail, Blumberg, Lucille, Bozza, Fernando, Broadley, Tessa, Burrell, Aidan, Carson, Gail, Citarella, Barbara Wanjiru, Dagens, Andrew, Dankwa, Emmanuelle A, Donnelly, Christl A, Dunning, Jake, Elotmani, Loubna, Escher, Martina, Farshait, Nataly, Goffard, Jean-Christophe, Gonçalves, Bronner P, Hall, Matthew, Hashmi, Madiha, Sim Lim Heng, Benedict, Ho, Antonia, Jassat, Waasila, Pedrera Jiménez, Miguel, Laouenan, Cedric, Lissauer, Samantha, Martin-Loeches, Ignacio, Mentré, France, Merson, Laura, Morton, Ben, Munblit, Daniel, Nekliudov, Nikita A, Nichol, Alistair D, Singh Oinam, Budha Charan, Ong, David, Panda, Prasan Kumar, Petrovic, Michele, Pritchard, Mark G, Ramakrishnan, Nagarajan, Ramos, Grazielle Viana, Roger, Claire, Sandulescu, Oana, Semple, Malcolm G, Sharma, Pratima, Sigfrid, Louise, Somers, Emily C, Streinu-Cercel, Anca, Taccone, Fabio, Vecham, Pavan Kumar, Kumar Tirupakuzhi Vijayaraghavan, Bharath, Wei, Jia, Wils, Evert-Jan, Ci Wong, Xin, Horby, Peter, Rojek, Amanda, Olliaro, Piero L
Publicat 2023

Contextualising adverse events of special interest to characterise the baseline incidence rates in 24 million patients with COVID-19 across 26 databases: a multinational retrospect...

per Voss, Erica A., Shoaibi, Azza, Yin Hui Lai, Lana, Blacketer, Clair, Alshammari, Thamir, Makadia, Rupa, Haynes, Kevin, Sena, Anthony G., Rao, Gowtham, van Sandijk, Sebastiaan, Fraboulet, Clement, Boyer, Laurent, Le Carrour, Tanguy, Horban, Scott, Morales, Daniel R., Martínez Roldán, Jordi, Ramírez-Anguita, Juan Manuel, Mayer, Miguel A., de Wilde, Marcel, John, Luis H., Duarte-Salles, Talita, Roel, Elena, Pistillo, Andrea, Kolde, Raivo, Maljković, Filip, Denaxas, Spiros, Papez, Vaclav, Kahn, Michael G., Natarajan, Karthik, Reich, Christian, Secora, Alex, Minty, Evan P., Shah, Nigam H., Posada, Jose D., Garcia Morales, Maria Teresa, Bosca, Diego, Cadenas Juanino, Honorio, Diaz Holgado, Antonio, Pedrera Jiménez, Miguel, Serrano Balazote, Pablo, García Barrio, Noelia, Şen, Selçuk, Üresin, Ali Yağız, Erdogan, Baris, Belmans, Luc, Byttebier, Geert, Malbrain, Manu L.N.G., Dedman, Daniel J., Cuccu, Zara, Vashisht, Rohit, Butte, Atul J., Patel, Ayan, Dahm, Lisa, Han, Cora, Bu, Fan, Arshad, Faaizah, Ostropolets, Anna, Nyberg, Fredrik, Hripcsak, George, Suchard, Marc A., Prieto-Alhambra, Dani, Rijnbeek, Peter R., Schuemie, Martijn J., Ryan, Patrick B.
Publicat 2023

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

per 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.
Publicat 2022

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...

per 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, Tianxi
Publicat 2022

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

per 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
Publicat 2021

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

per 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
Publicat 2021

International Comparisons of Harmonized Laboratory Value Trajectories to Predict Severe COVID-19: Leveraging the 4CE Collaborative Across 342 Hospitals and 6 Countries: A Retrospec...

per 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
Publicat 2021