Temporal Trends in Critical Care Outcomes in U.S. Minority-Serving Hospitals von Danziger, John, Ángel Armengol de la Hoz, Miguel, Li, Wenyuan, Komorowski, Matthieu, Deliberato, Rodrigo Octávio, Rush, Barret N M, Mukamal, Kenneth J, Celi, Leo, Badawi, Omar

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Use of Do-Not-Resuscitate Orders for Critically Ill Patients with ESKD von Danziger, John, Ángel Armengol de la Hoz, Miguel, Celi, Leo Anthony, Cohen, Robert A, Mukamal, Kenneth J

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Assessing the impact of vaccines on COVID-19 efficacy in survival rates: a survival analysis approach for clinical decision support von González Rodríguez, Juan Luis, Oprescu, Andreea M, Muñoz Lezcano, Sergio, Cordero Ramos, Jaime, Romero Cabrera, Juan Luis, Armengol de la Hoz, Miguel Ángel, Estella, Ángel

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Developing well-calibrated illness severity scores for decision support in the critically ill von Cosgriff, Christopher V., Celi, Leo Anthony, Ko, Stephanie, Sundaresan, Tejas, Armengol de la Hoz, Miguel Ángel, Kaufman, Aaron Russell, Stone, David J., Badawi, Omar, Deliberato, Rodrigo Octavio

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A Large-Scale Multicenter Retrospective Study on Nephrotoxicity Associated With Empiric Broad-Spectrum Antibiotics in Critically Ill Patients von Chen, Alyssa Y., Deng, Chih-Ying, Calvachi-Prieto, Paola, Armengol de la Hoz, Miguel Ángel, Khazi-Syed, Afeefah, Chen, Christina, Scurlock, Corey, Becker, Christian D., Johnson, Alistair E.W., Celi, Leo Anthony, Dagan, Alon

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Assessing COVID-19 Vaccine Effectiveness and Risk Factors for Severe Outcomes through Machine Learning Techniques: A Real-World Data Study in Andalusia, Spain

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Predictors of mechanical ventilation and mortality in critically ill patients with COVID-19 pneumonia von Muñoz Lezcano, Sergio, Armengol de la Hoz, Miguel Ángel, Corbi, Alberto, López, Fernando, García, Miguel Sánchez, Reiz, Antonio Nuñez, González, Tomás Fariña, Zlatkov, Viktor Yordanov

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Operationalising fairness in medical algorithms von Parbhoo, Sonali, Wawira Gichoya, Judy, Celi, Leo Anthony, de la Hoz, Miguel Ángel Armengol

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High resolution data modifies intensive care unit dialysis outcome predictions as compared with low resolution administrative data set von Ziegler, Jennifer, Rush, Barret N M, Gottlieb, Eric R, Celi, Leo Anthony, Armengol de la Hoz, Miguel Ángel

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Big data and machine learning in critical care: Opportunities for collaborative research von Núñez Reiz, Antonio, MD, Martínez Sagasti, Fernando, MD PhD, Álvarez González, Manuel, MD PhD, Blesa Malpica, Antonio, MD PhD, Martín Benítez, Juan Carlos, MD PhD, Nieto Cabrera, Mercedes, MD PhD, del Pino Ramírez, Ángela, MD, Gil Perdomo, José Miguel, MD, Prada Alonso, Jesús, Celi, Leo Anthony, MD MS MPH, Armengol de la Hoz, Miguel Ángel, MBE, Deliberato, Rodrigo, MD PhD, Paik, Kenneth, MD MS MBA, Pollard, Tom, PhD, Raffa, Jesse, PhD, Torres, Felipe, Mayol, Julio, MD PhD, Chafer, Joan, MD, González Ferrer, Arturo, PhD, Rey, Ángel, González Luengo, Henar, Fico, Giuseppe, PhD, Lombroni, Ivana, MsC, Hernandez, Liss, MsC, López, Laura, MsC, Merino, Beatriz, MsC, Cabrera, María Fernanda, PhD, Arredondo, María Teresa, PhD, Bodí, María, MD PhD, Gómez, Josep, PhD, Rodríguez, Alejandro, MD PhD, Sánchez García, Miguel, MD PhD

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Inferring gender from first names: Comparing the accuracy of Genderize, Gender API, and the gender R package on authors of diverse nationality von VanHelene, Alexander D, Khatri, Ishaani, Hilton, C Beau, Mishra, Sanjay, Gamsiz Uzun, Ece D, Warner, Jeremy L

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Data as scientific currency: Challenges experienced by researchers with sharing health data in sub-Saharan Africa von Chabilall, Jyothi, Brown, Qunita, Cengiz, Nezerith, Moodley, Keymanthri

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Trust as moral currency: Perspectives of health researchers in sub-Saharan Africa on strategies to promote equitable data sharing von Brown, Qunita, Chabilall, Jyothi, Cengiz, Nezerith, Moodley, Keymanthri

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First Brazilian datathon in critical care von Serpa Neto, Ary, Kugener, Guillaume, Bulgarelli, Lucas, Rabello Filho, Roberto, Hoz, Miguel Ángel Armengol de la, Johnson, Alistair EW, Paik, Kenneth E, Torres, Felipe, Xie, Chen, Amaro Júnior, Edson, Ferraz, Leonardo José Rolim, Celi, Leo Anthony, Deliberato, Rodrigo Octavio

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BRSET: A Brazilian Multilabel Ophthalmological Dataset of Retina Fundus Photos von Nakayama, Luis Filipe, Restrepo, David, Matos, João, Ribeiro, Lucas Zago, Malerbi, Fernando Korn, Celi, Leo Anthony, Regatieri, Caio Saito

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Diversity and inclusion: A hidden additional benefit of Open Data von Charpignon, Marie-Laure, Celi, Leo Anthony, Cobanaj, Marisa, Eber, Rene, Fiske, Amelia, Gallifant, Jack, Li, Chenyu, Lingamallu, Gurucharan, Petushkov, Anton, Pierce, Robin

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Systematic data quality assessment of electronic health record data to evaluate study-specific fitness: Report from the PRESERVE research study von Razzaghi, Hanieh, Goodwin Davies, Amy, Boss, Samuel, Bunnell, H Timothy, Chen, Yong, Chrischilles, Elizabeth A, Dickinson, Kimberley, Hanauer, David, Huang, Yungui, Ilunga, K T Sandra, Katsoufis, Chryso, Lehmann, Harold, Lemas, Dominick J, Matthews, Kevin, Mendonca, Eneida A, Morse, Keith, Ranade, Daksha, Rosenman, Marc, Taylor, Bradley, Walters, Kellie, Denburg, Michelle R, Forrest, Christopher B, Bailey, L Charles

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From "wading through treacle" to "making haste slowly": A comprehensive yet parsimonious model of drivers and challenges to implementing patient data sharing projects based on an E... von Petrova, Mila, Barclay, Stephen

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Reporting guideline for the early-stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI von Vasey, Baptiste, Nagendran, Myura, Campbell, Bruce, Clifton, David A., Collins, Gary S., Denaxas, Spiros, Denniston, Alastair K., Faes, Livia, Geerts, Bart, Ibrahim, Mudathir, Liu, Xiaoxuan, Mateen, Bilal A., Mathur, Piyush, McCradden, Melissa D., Morgan, Lauren, Ordish, Johan, Rogers, Campbell, Saria, Suchi, Ting, Daniel S. W., Watkinson, Peter, Weber, Wim, Wheatstone, Peter, McCulloch, Peter

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Challenges in the maintenance of an open hospital-based cancer registry system in a low-to-middle-income country (LMIC): 2017-2022 experience von Tiangco, Beatrice, Daguit, Shanaia Esthelle Joy, Astrologo, Nicole Cathlene, Flores, Leo, Parma, Ric Nonato, Celi, Leo Anthony

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