What every reader should know about studies using electronic health record data but may be afraid to ask IS Kohane, BJ Aronow, P Avillach, BK Beaulieu-Jones, R Bellazzi, ... Journal of medical Internet research 23 (3), e22219, 2021 | 90 | 2021 |
Obtaining EHR-derived datasets for COVID-19 research within a short time: a flexible methodology based on Detailed Clinical Models M Pedrera-Jiménez, N García-Barrio, J Cruz-Rojo, AI Terriza-Torres, ... Journal of biomedical informatics 115, 103697, 2021 | 44 | 2021 |
Long-term kidney function recovery and mortality after COVID-19-associated acute kidney injury: an international multi-centre observational cohort study BWL Tan, BWQ Tan, ALM Tan, ER Schriver, A Gutiérrez-Sacristán, P Das, ... EClinicalMedicine 55, 2023 | 39 | 2023 |
The value of open-source clinical science in pandemic response: lessons from ISARIC A Abbas, SA Abdukahil, NN Abdulkadir, R Abe, L Abel, L Absil, S Acharya, ... The Lancet infectious diseases 21 (12), 1623-1624, 2021 | 33 | 2021 |
Impact of COVID-19 in patients with multiple myeloma based on a global data network J Martinez-Lopez, G Hernandez-Ibarburu, R Alonso, JM Sanchez-Pina, ... Blood cancer journal 11 (12), 198, 2021 | 32 | 2021 |
International analysis of electronic health records of children and youth hospitalized with COVID-19 infection in 6 countries FT Bourgeois, A Gutiérrez-Sacristán, MS Keller, M Liu, C Hong, ... JAMA network open 4 (6), e2112596-e2112596, 2021 | 31 | 2021 |
Characteristics and outcomes of an international cohort of 600 000 hospitalized patients with COVID-19 C Kartsonaki, JK Baillie, NG Barrio, J Baruch, A Beane, L Blumberg, ... International journal of epidemiology 52 (2), 355-376, 2023 | 28 | 2023 |
ISARIC-COVID-19 dataset: a prospective, standardized, global dataset of patients hospitalized with COVID-19 M Etienne, N Ettalhaoui, AG Everding, M Evers, I Fabre, M Fabre, ... Scientific data 9 (1), 454, 2022 | 27 | 2022 |
SurvMaximin: robust federated approach to transporting survival risk prediction models X Wang, HG Zhang, X Xiong, C Hong, GM Weber, GA Brat, CL Bonzel, ... Journal of biomedical informatics 134, 104176, 2022 | 23 | 2022 |
Predicting the evolution of COVID-19 mortality risk: A Recurrent Neural Network approach M Villegas, A Gonzalez-Agirre, A Gutiérrez-Fandiño, J Armengol-Estapé, ... Computer Methods and Programs in Biomedicine Update 3, 100089, 2023 | 17 | 2023 |
International changes in COVID-19 clinical trajectories across 315 hospitals and 6 countries: retrospective cohort study GM Weber, HG Zhang, S L'Yi, CL Bonzel, C Hong, P Avillach, ... Journal of medical Internet research 23 (10), e31400, 2021 | 17 | 2021 |
International comparisons of harmonized laboratory value trajectories to predict severe covid-19: Leveraging the 4ce collaborative across 342 hospitals and 6 countries: A … GM Weber, C Hong, NP Palmer, P Avillach, SN Murphy, ... medRxiv, 2021 | 17 | 2021 |
Respiratory support in patients with severe COVID-19 in the International Severe Acute Respiratory and Emerging Infection (ISARIC) COVID-19 study: a prospective, multinational … LF Reyes, S Murthy, E Garcia-Gallo, L Merson, ED Ibáñez-Prada, J Rello, ... Critical care 26 (1), 276, 2022 | 16 | 2022 |
ISARIC clinical data report issued: 14 July 2021 ISARIC Clinical Characterisation Group, JK Baillie, J Baruch, A Beane, ... medRxiv, 2021 | 16* | 2021 |
Hospitalizations associated with mental health conditions among adolescents in the US and France during the COVID-19 pandemic A Gutiérrez-Sacristán, A Serret-Larmande, MR Hutch, C Sáez, BJ Aronow, ... JAMA Network Open 5 (12), e2246548-e2246548, 2022 | 12 | 2022 |
International comparisons of laboratory values from the 4CE collaborative to predict COVID-19 mortality GM Weber, C Hong, Z Xia, NP Palmer, P Avillach, S L’yi, MS Keller, ... NPJ digital medicine 5 (1), 74, 2022 | 11 | 2022 |
Use of EHRs in a tertiary hospital during COVID-19 pandemic: a multi-purpose approach based on standards M Pedrera, N Garcia, A Blanco, AI Terriza, J Cruz, EA Lopez, F Calvo, ... Stud Health Technol Inform 281, 28-32, 2021 | 11 | 2021 |
Outcomes and patterns of treatment in chronic myeloid leukemia, a global perspective based on a real-world data global network A Sanz, R Ayala, G Hernández, N Lopez, D Gil-Alos, R Gil, R Colmenares, ... Blood Cancer Journal 12 (6), 94, 2022 | 10 | 2022 |
Contextualising adverse events of special interest to characterise the baseline incidence rates in 24 million patients with COVID-19 across 26 databases: a multinational … EA Voss, A Shoaibi, LYH Lai, C Blacketer, T Alshammari, R Makadia, ... EClinicalMedicine 58, 2023 | 9 | 2023 |
Can routine laboratory variables predict survival in COVID-19? An artificial neural network-based approach A Santos-Lozano, F Calvo-Boyero, A López-Jiménez, ... Clinical Chemistry and Laboratory Medicine (CCLM) 58 (12), e299-e302, 2020 | 9 | 2020 |