Localized customized mortality prediction modeling for patients with acute kidney injury admitted to the intensive care unit by Celi, Leo Anthony G

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The reproducibility crisis in the age of digital medicine by Stupple, Aaron, Singerman, David, Celi, Leo Anthony G.

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The "inconvenient truth" about AI in healthcare by Panch, Trishan, Mattie, Heather, Celi, Leo Anthony G.

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State of the art review: the data revolution in critical care by Ghassemi, Marzyeh, Celi, Leo Anthony G., Stone, David J.

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COVID-19: Putting the General Data Protection Regulation to the Test by McLennan, Stuart, Celi, Leo Anthony G., Buyx, Alena

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Generalisability through local validation: overcoming barriers due to data disparity in healthcare by Mitchell, William G., Dee, Edward C., Celi, Leo Anthony G.

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Proton Pump Inhibitors Are Not Associated With Acute Kidney Injury in Critical Illness by Danziger, John, Lee, Joonwu, Mark, Roger G, Celi, Leo Anthony G.

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The PLOS ONE collection on machine learning in health and biomedicine: Towards open code and open data by Citi, Luca, Ghassemi, Marzyeh, Celi, Leo Anthony G., Pollard, Tom Joseph

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Acute kidney injury detection using refined and physiological-feature augmented urine output by Alkhairy, Sahar, Celi, Leo Anthony G., Feng, Mengling, Zimolzak, Andrew J.

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Red cell distribution width improves the simplified acute physiology score for risk prediction in unselected critically ill patients by Hunzike, Sabina, Celi, Leo Anthony G., Lee, Joon, Howell, Michael D.

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Association of hypokalemia with an increased risk for medically treated arrhythmias by Phillips, Colin T., Wang, Junmei, Celi, Leo Anthony G., Zhang, Zhengbo, Feng, Mengling

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Counterintuitive results from observational data: a case study and discussion by Doty, Erik, Stone, David J, McCague, Ned, Celi, Leo Anthony G.

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Unsupervised learning for county-level typological classification for COVID-19 research by Lai, Yuan, Charpignon, Marie-Laure, Ebner, Daniel K., Celi, Leo Anthony G.

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Withholding or withdrawing invasive interventions may not accelerate time to death among dying ICU patients by Ramazzotti, Daniele, Clardy, Peter, Celi, Leo Anthony G., Stone, David J., Rudin, Robert S.

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Mortality prediction models, causal effects, and end-of-life decision making in the intensive care unit by Maley, Jason H, Wanis, Kerollos N, Young, Jessica G, Celi, Leo Anthony G.

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Ensuring machine learning for healthcare works for all by McCoy, Liam G, Banja, John D, Ghassemi, Marzyeh, Celi, Leo Anthony G.

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Equity in essence: a call for operationalising fairness in machine learning for healthcare by Wawira Gichoya, Judy, McCoy, Liam G, Celi, Leo Anthony G., Ghassemi, Marzyeh

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Circadian rhythm in critically ill patients: Insights from the eICU Database by Beyer, Sebastian E., Salgado, Catia, Garçao, Ines, Celi, Leo Anthony G., Vieira, Susana

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Collective Experience: A Database-Fuelled, Inter-Disciplinary Team-Led Learning System by Celi, Leo Anthony G., Mark, Roger Greenwood, Lee, Joon, Scott, Daniel, Panch, Trishan

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The association between autoimmune disease and 30-day mortality among sepsis ICU patients: a cohort study by Sheth, Mallory, Benedum, Corey M., Celi, Leo Anthony G., Mark, Roger G, Markuzon, Natasha

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