The eICU Collaborative Research Database, a freely available multi-center database for critical care research von Pollard, Tom J., Johnson, Alistair E. W., Raffa, Jesse D., Celi, Leo A., Mark, Roger G., Badawi, Omar

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MIMIC-IV, a freely accessible electronic health record dataset von Johnson, Alistair E. W., Bulgarelli, Lucas, Shen, Lu, Gayles, Alvin, Shammout, Ayad, Horng, Steven, Pollard, Tom J., Hao, Sicheng, Moody, Benjamin, Gow, Brian, Lehman, Li-wei H., Celi, Leo A., Mark, Roger G.

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MIMIC-III, a freely accessible critical care database von Johnson, Alistair E.W., Pollard, Tom J., Shen, Lu, Lehman, Li-wei H., Feng, Mengling, Ghassemi, Mohammad, Moody, Benjamin, Szolovits, Peter, Anthony Celi, Leo, Mark, Roger G.

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An open access database for the evaluation of heart sound algorithms von Liu, Chengyu, Springer, David, Li, Qiao, Moody, Benjamin, Juan, Ricardo Abad, Chorro, Francisco J, Castells, Francisco, Roig, José Millet, Silva, Ikaro, Johnson, Alistair E W, Syed, Zeeshan, Schmidt, Samuel E, Papadaniil, Chrysa D, Hadjileontiadis, Leontios, Naseri, Hosein, Moukadem, Ali, Dieterlen, Alain, Brandt, Christian, Tang, Hong, Samieinasab, Maryam, Samieinasab, Mohammad Reza, Sameni, Reza, Mark, Roger G, Clifford, Gari D

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MIMIC-CXR, a de-identified publicly available database of chest radiographs with free-text reports von Johnson, Alistair E. W., Pollard, Tom J., Berkowitz, Seth J., Greenbaum, Nathaniel R., Lungren, Matthew P., Deng, Chih-ying, Mark, Roger G., Horng, Steven

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Multiparameter Intelligent Monitoring in Intensive Care II: A public-access intensive care unit database von Saeed, Mohammed, Villarroel, Mauricio, Reisner, Andrew T, Clifford, Gari, Lehman, Li-Wei, Moody, George, Heldt, Thomas, Kyaw, Tin H, Moody, Benjamin, Mark, Roger G

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Automated de-identification of free-text medical records von Neamatullah, Ishna, Douglass, Margaret M, Lehman, Li-wei H, Reisner, Andrew, Villarroel, Mauricio, Long, William J, Szolovits, Peter, Moody, George B, Mark, Roger G, Clifford, Gari D

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Recent advances in heart sound analysis von Clifford, Gari D, Liu, Chengyu, Moody, Benjamin, Millet, Jose, Schmidt, Samuel, Li, Qiao, Silva, Ikaro, Mark, Roger G

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"Big data" in the intensive care unit. Closing the data loop von Celi, Leo Anthony, Mark, Roger G, Stone, David J, Montgomery, Robert A

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A novel artificial intelligence based intensive care unit monitoring system: using physiological waveforms to identify sepsis von Mollura, Maximiliano, Lehman, Li-Wei H., Mark, Roger G., Barbieri, Riccardo

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Obesity, Acute Kidney Injury, and Mortality in Critical Illness von Danziger, John, Chen, Ken P, Lee, Joon, Feng, Mengling, Mark, Roger G, Celi, Leo Anthony, Mukamal, Kenneth J

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An investigation of patterns in hemodynamic data indicative of impending hypotension in intensive care von Lee, Joon, Mark, Roger G

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Real-time mortality prediction in the Intensive Care Unit von Johnson, Alistair E W, Mark, Roger G

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

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Peripheral Edema, Central Venous Pressure, and Risk of AKI in Critical Illness von Chen, Kenneth P, Cavender, Susan, Lee, Joon, Feng, Mengling, Mark, Roger G, Celi, Leo Anthony, Mukamal, Kenneth J, Danziger, John

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A contrastive learning approach for ICU false arrhythmia alarm reduction von Zhou, Yuerong, Zhao, Guoshuai, Li, Jun, Sun, Gan, Qian, Xueming, Moody, Benjamin, Mark, Roger G., Lehman, Li-wei H.

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Risk Factors for ARDS in Patients Receiving Mechanical Ventilation for > 48 h von Jia, Xiaoming, Malhotra, Atul, Saeed, Mohammed, Mark, Roger G., Talmor, Daniel

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tableone: An open source Python package for producing summary statistics for research papers von Pollard, Tom J, Johnson, Alistair E W, Raffa, Jesse D, Mark, Roger G

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

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Proton-pump inhibitor use is associated with low serum magnesium concentrations von Danziger, John, William, Jeffrey H., Scott, Daniel J., Lee, Joon, Lehman, Li-wei, Mark, Roger G., Howell, Michael D., Celi, Leo A., Mukamal, Kenneth J.

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