Reinforcement Learning for Clinical Decision Support in Critical Care: Comprehensive Review von Liu, Siqi, See, Kay Choong, Ngiam, Kee Yuan, Celi, Leo Anthony, Sun, Xingzhi, Feng, Mengling

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Transthoracic echocardiography and mortality in sepsis: analysis of the MIMIC-III database von Feng, Mengling, McSparron, Jakob I., Kien, Dang Trung, Stone, David J., Roberts, David H., Schwartzstein, Richard M., Vieillard-Baron, Antoine, Celi, Leo Anthony

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

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Author Correction: Acute kidney injury detection using refined and physiological-feature augmented urine output von Alkhairy, Sahar, Celi, Leo A., Feng, Mengling, Zimolzak, Andrew J.

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Hospital admission risk stratification of patients with gout presenting to the emergency department von Han, Wang, Allameen, Nur Azizah, Ibrahim, Irwani, Dhanasekaran, Preeti, Mengling, Feng, Lahiri, Manjari

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Reinforcement Learning to Optimize Ventilator Settings for Patients on Invasive Mechanical Ventilation: Retrospective Study von Liu, Siqi, Xu, Qianyi, Xu, Zhuoyang, Liu, Zhuo, Sun, Xingzhi, Xie, Guotong, Feng, Mengling, See, Kay Choong

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An empirical comparison of several recent epistatic interaction detection methods von Wang, Yue, Liu, Guimei, Feng, Mengling, Wong, Limsoon

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Hyperdynamic left ventricular ejection fraction in the intensive care unit von Paonessa, Joseph R, Brennan, Thomas, Pimentel, Marco, Steinhaus, Daniel, Feng, Mengling, Celi, Leo Anthony

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Association of fluid balance with mortality in sepsis is modified by admission hemoglobin levels: A large database study von Tan, Sandra M. Y, Zhang, Yuan, Chen, Ying, See, Kay Choong, Feng, Mengling

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The SingHealth Perioperative and Anesthesia Subject Area Registry (PASAR), a large-scale perioperative data mart and registry von Abdullah, Hairil Rizal, Lim, Daniel Yan Zheng, Ke, Yuhe, Salim, Nur Nasyitah Mohamed, Lan, Xiang, Dong, Yizhi, Feng, Mengling

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Leveraging open data to reconstruct the Singapore Housing Index and other building-level markers of socioeconomic status for health services research von Lim, Daniel Yan Zheng, Wong, Ting Hway, Feng, Mengling, Ong, Marcus Eng Hock, Ho, Andrew Fu Wah

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

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The impact of high frequency oscillatory ventilation on mortality in paediatric acute respiratory distress syndrome von Wong, Judith Ju-Ming, Liu, Siqi, Dang, Hongxing, Anantasit, Nattachai, Phan, Phuc Huu, Phumeetham, Suwannee, Qian, Suyun, Ong, Jacqueline Soo May, Gan, Chin Seng, Chor, Yek Kee, Samransamruajkit, Rujipat, Loh, Tsee Foong, Feng, Mengling, Lee, Jan Hau

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Association of body temperature and mortality in critically ill patients: an observational study using two large databases von Tan, Daniel J, Chen, Jiayang, Zhou, Yirui, Ong, Jaryl Shen Quan, Sin, Richmond Jing Xuan, Bui, Thach V, Mehta, Anokhi Amit, Feng, Mengling, See, Kay Choong

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One-year mortality after recovery from critical illness: A retrospective cohort study von Lokhandwala, Sharukh, McCague, Ned, Chahin, Abdullah, Escobar, Braiam, Feng, Mengling, Ghassemi, Mohammad M, Stone, David J, Celi, Leo Anthony

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Data-Efficient Computational Pathology Platform for Faster and Cheaper Breast Cancer Subtype Identifications: Development of a Deep Learning Model von Bae, Kideog, Jeon, Young Seok, Hwangbo, Yul, Yoo, Chong Woo, Han, Nayoung, Feng, Mengling

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Making big data useful for health care: a summary of the inaugural mit critical data conference von Badawi, Omar, Brennan, Thomas, Celi, Leo Anthony, Feng, Mengling, Ghassemi, Marzyeh, Ippolito, Andrea, Johnson, Alistair, Mark, Roger G, Mayaud, Louis, Moody, George, Moses, Christopher, Naumann, Tristan, Pimentel, Marco, Pollard, Tom J, Santos, Mauro, Stone, David J, Zimolzak, Andrew

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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 knowledge, attitude, and practice survey on mediation among clinicians in a tertiary-care hospital in Singapore von Lin, Wenrong, Ling, Zheng Jye, Liu, Siqi, Lee, Joel Tye Beng, Lim, Marcus, Goh, Aloysius, Lim, Sean, Manning, Peter George, Feng, Mengling, Loh, Tze Ping

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