Stress hyperglycaemia is associated with poor functional outcomes in patients with acute ischaemic stroke after intravenous thrombolysis by Ngiam, J N, Cheong, C W S, Leow, A S T, Wei, Y -T, Thet, J K X, Lee, I Y S, Sia, C -H, Tan, B Y Q, Khoo, C -M, Sharma, V K, Yeo, L L L

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Fever as a predictor of adverse outcomes in COVID-19 by Chew, N W, Ngiam, J N, Tham, S M, Lim, Z Y, Li, T Y W, Cen, S, Yap, E S, Tambyah, P A, Santosa, A, Cross, G B, Sia, C -H

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Transcatheter aortic valve implantation (TAVI) for severe aortic incompetence by Tan, B Y-Q, Ngiam, N J, Sunny, S, Kong, W-Y, Sharma, V K

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Characteristics and outcomes of aortic stenosis patients with and without stroke by Goh, F Q, Sia, C H, Tan, B Y Q, Yeo, L L L, Sharma, V K, Chew, N W S, Li, T Y W, Ngiam, J N, Yeo, T C, Kong, W K F, Poh, K K

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Association of left atrial ejection fraction and cardiovascular outcomes in Asian patients with hypertrophic cardiomyopathy by Sari, N Y, Li, T Y W, Yeo, S, Ngiam, N J H, Lee, C H, Evangelista, L K M, Lee, E C Y, Yeo, T C, Yip, J W L, Poh, K K, Kong, W K F, Lin, W Q, Lim, Y C, Sia, C H, Wong, R C C

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Management of severe aortic stenosis: the Singapore and Asian perspective by Tay, Edgar Lik Wui, Ngiam, Jinghao Nicholas, Kong, William Kf, Poh, Kian-Keong

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COVID-19: local lessons from a global pandemic by Ngiam, Jinghao Nicholas, Tham, Sai Meng, Vasoo, Shawn, Poh, Kian Keong

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Educational case series of electrocardiographs during the COVID-19 pandemic and the implications for therapy by Sia, CH, Ngiam, JN, Chew, N, Beh, DLL, Poh, KK

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Controversies and discrepancies in the effect of dietary fat and cholesterol on cardiovascular risk by Leong, Whye Yi Audrey, Ngiam, Jinghao Nicholas, Tan, Ru San, Lim, Su Lin, Poh, Kian Keong

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The obesity paradox: association of obesity with improved survival in medically managed severe aortic stenosis by Ngiam, JN, Chew, N, Tan, BYQ, Sim, HW, Sia, CH, Kong, WKF, Yeo, TC, Poh, KK

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Effectiveness of near-peer simulation for managing the acutely deteriorating patient among residents of an internal medicine junior residency programme by Shen, Xiayan, Tay, Benjamin Wei Rong, Tan, Benjamin Yong-Qiang, Ngiam, Nicholas Jinghao, Mok, John Shao Rong, Mok, Shao Feng, Yap, Eng Soo, Khoo, See Meng

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A multinational, multicentre study on the psychological outcomes and associated physical symptoms amongst healthcare workers during COVID-19 outbreak by Chew, Nicholas W.S., Lee, Grace K.H., Tan, Benjamin Y.Q., Jing, Mingxue, Goh, Yihui, Ngiam, Nicholas J.H., Yeo, Leonard L.L., Ahmad, Aftab, Ahmed Khan, Faheem, Napolean Shanmugam, Ganesh, Sharma, Arvind K., Komalkumar, R.N., Meenakshi, P.V., Shah, Kenam, Patel, Bhargesh, Chan, Bernard P.L., Sunny, Sibi, Chandra, Bharatendu, Ong, Jonathan J.Y., Paliwal, Prakash R., Wong, Lily Y.H., Sagayanathan, Renarebecca, Chen, Jin Tao, Ying Ng, Alison Ying, Teoh, Hock Luen, Tsivgoulis, Georgios, Ho, Cyrus S., Ho, Roger C., Sharma, Vijay K.

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International electronic health record-derived COVID-19 clinical course profiles: the 4CE consortium by Brat, Gabriel A., Weber, Griffin M., Gehlenborg, Nils, Avillach, Paul, Palmer, Nathan P., Chiovato, Luca, Cimino, James, Waitman, Lemuel R., Omenn, Gilbert S., Malovini, Alberto, Moore, Jason H., Beaulieu-Jones, Brett K., Tibollo, Valentina, Murphy, Shawn N., Yi, Sehi L’, Keller, Mark S., Bellazzi, Riccardo, Hanauer, David A., Serret-Larmande, Arnaud, Gutierrez-Sacristan, Alba, Holmes, John J., Bell, Douglas S., Mandl, Kenneth D., Follett, Robert W., Klann, Jeffrey G., Murad, Douglas A., Scudeller, Luigia, Bucalo, Mauro, Kirchoff, Katie, Craig, Jean, Obeid, Jihad, Jouhet, Vianney, Griffier, Romain, Cossin, Sebastien, Moal, Bertrand, Patel, Lav P., Bellasi, Antonio, Prokosch, Hans U., Kraska, Detlef, Sliz, Piotr, Tan, Amelia L. M., Ngiam, Kee Yuan, Zambelli, Alberto, Mowery, Danielle L., Schiver, Emily, Devkota, Batsal, Bradford, Robert L., Daniar, Mohamad, Daniel, Christel, Benoit, Vincent, Bey, Romain, Paris, Nicolas, Serre, Patricia, Orlova, Nina, Dubiel, Julien, Hilka, Martin, Jannot, Anne Sophie, Breant, Stephane, Leblanc, Judith, Griffon, Nicolas, Burgun, Anita, Bernaux, Melodie, Sandrin, Arnaud, Salamanca, Elisa, Cormont, Sylvie, Ganslandt, Thomas, Gradinger, Tobias, Champ, Julien, Boeker, Martin, Martel, Patricia, Esteve, Loic, Gramfort, Alexandre, Grisel, Olivier, Leprovost, Damien, Moreau, Thomas, Varoquaux, Gael, Vie, Jill-Jênn, Wassermann, Demian, Mensch, Arthur, Caucheteux, Charlotte, Haverkamp, Christian, Lemaitre, Guillaume, Bosari, Silvano, Krantz, Ian D., South, Andrew, Cai, Tianxi, Kohane, Isaac S.

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SurvMaximin: Robust federated approach to transporting survival risk prediction models by Wang, Xuan, Zhang, Harrison G., Xiong, Xin, Hong, Chuan, Weber, Griffin M., Brat, Gabriel A., Bonzel, Clara-Lea, Luo, Yuan, Duan, Rui, Palmer, Nathan P., Hutch, Meghan R., Gutiérrez-Sacristán, Alba, Bellazzi, Riccardo, Chiovato, Luca, Cho, Kelly, Dagliati, Arianna, Estiri, Hossein, García-Barrio, Noelia, Griffier, Romain, Hanauer, David A., Ho, Yuk-Lam, Holmes, John H., Keller, Mark S., Klann MEng, Jeffrey G., L'Yi, Sehi, Lozano-Zahonero, Sara, Maidlow, Sarah E., Makoudjou, Adeline, Malovini, Alberto, Moal, Bertrand, Moore, Jason H., Morris, Michele, Mowery, Danielle L., Murphy, Shawn N, Neuraz, Antoine, Yuan Ngiam, Kee, Omenn, Gilbert S., Patel, Lav P., Pedrera-Jiménez, Miguel, Prunotto, Andrea, Jebathilagam Samayamuthu, Malarkodi, Sanz Vidorreta, Fernando J, Schriver, Emily R., Schubert, Petra, Serrano-Balazote, Pablo, South, Andrew M., Tan, Amelia L.M., Tan, Byorn W.L., Tibollo, Valentina, Tippmann, Patric, Visweswaran, Shyam, Xia, Zongqi, Yuan, William, Zöller, Daniela, Kohane, Isaac S., Avillach, Paul, Guo, Zijian, Cai, Tianxi

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International Changes in COVID-19 Clinical Trajectories Across 315 Hospitals and 6 Countries: Retrospective Cohort Study by Weber, Griffin M, Zhang, Harrison G, L'Yi, Sehi, Bonzel, Clara-Lea, Hong, Chuan, Avillach, Paul, Gutiérrez-Sacristán, Alba, Palmer, Nathan P, Tan, Amelia Li Min, Wang, Xuan, Yuan, William, Gehlenborg, Nils, Alloni, Anna, Amendola, Danilo F, Bellasi, Antonio, Bellazzi, Riccardo, Beraghi, Michele, Bucalo, Mauro, Chiovato, Luca, Cho, Kelly, Dagliati, Arianna, Estiri, Hossein, Follett, Robert W, García Barrio, Noelia, Hanauer, David A, Henderson, Darren W, Ho, Yuk-Lam, Holmes, John H, Hutch, Meghan R, Kavuluru, Ramakanth, Kirchoff, Katie, Klann, Jeffrey G, Krishnamurthy, Ashok K, Le, Trang T, Liu, Molei, Loh, Ne Hooi Will, Lozano-Zahonero, Sara, Luo, Yuan, Maidlow, Sarah, Makoudjou, Adeline, Malovini, Alberto, Martins, Marcelo Roberto, Moal, Bertrand, Morris, Michele, Mowery, Danielle L, Murphy, Shawn N, Neuraz, Antoine, Ngiam, Kee Yuan, Okoshi, Marina P, Omenn, Gilbert S, Patel, Lav P, Pedrera Jiménez, Miguel, Prudente, Robson A, Samayamuthu, Malarkodi Jebathilagam, Sanz Vidorreta, Fernando J, Schriver, Emily R, Schubert, Petra, Serrano Balazote, Pablo, Tan, Byorn Wl, Tanni, Suzana E, Tibollo, Valentina, Visweswaran, Shyam, Wagholikar, Kavishwar B, Xia, Zongqi, Zöller, Daniela, Kohane, Isaac S, Cai, Tianxi, South, Andrew M, Brat, Gabriel A

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Prevalence, echocardiographic profile and clinical outcomes of patients with paradoxical low-gradient rheumatic mitral stenosis by Ngiam, N, Chew, N W S, Sia, C H, Stassen, J, Marsan, N A, Poh, K K, Kong, W K F, Bax, J J, Delgado, V

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Robust estimation of the effect of an exposure on the change in a continuous outcome by Ning, Yilin, Staer, Nathalie C, Ho, Peh Joo, Kao, Shih Ling, Ngiam, Kee Yuan, Khoo, Eric Yin Hao, Lee, Soo Chin, Tai, E-Shyong, Hartman, Mikael, Reilly, Marie, Tan, Chuen Seng

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Singapore Paediatric Resuscitation Guidelines 2021 by Ong, Gene Yong-Kwang, Ngiam, Nicola, Tham, Lai Peng, Mok, Yee Hui, Ong, Jacqueline Sm, Lee, Khai Pin, Ganapathy, Sashikumar, Chong, Shu-Ling, Pek, Jen Heng, Chew, Su Yah, Lim, Yang Chern, Shen, Germac Qiaoyue, Kua, Jade, Tan, Josephine, Ng, Kee Chong

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Validation of an internationally derived patient severity phenotype to support COVID-19 analytics from electronic health record data by Klann, Jeffrey G, Estiri, Hossein, Weber, Griffin M, Moal, Bertrand, Avillach, Paul, Hong, Chuan, Tan, Amelia L M, Beaulieu-Jones, Brett K, Castro, Victor, Maulhardt, Thomas, Geva, Alon, Malovini, Alberto, South, Andrew M, Visweswaran, Shyam, Morris, Michele, Samayamuthu, Malarkodi J, Omenn, Gilbert S, Ngiam, Kee Yuan, Mandl, Kenneth D, Boeker, Martin, Olson, Karen L, Mowery, Danielle L, Follett, Robert W, Hanauer, David A, Bellazzi, Riccardo, Moore, Jason H, Loh, Ne-Hooi Will, Bell, Douglas S, Wagholikar, Kavishwar B, Chiovato, Luca, Tibollo, Valentina, Rieg, Siegbert, Li, Anthony L L J, Jouhet, Vianney, Schriver, Emily, Xia, Zongqi, Hutch, Meghan, Luo, Yuan, Kohane, Isaac S, Brat, Gabriel A, Murphy, Shawn N

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Characterization of long COVID temporal sub-phenotypes by distributed representation learning from electronic health record data: a cohort study by Dagliati, Arianna, Klann, Jeffrey G., Henderson, Darren W., Tan, Bryce W.Q., Bellazzi, Riccardo, Agapito, Giuseppe, Albayrak, Adem, Albi, Giuseppe, Alloni, Anna, François Angoulvant, Anthony, Li L.L.J., Azevedo, Paula S., Balshi, James, Beaulieu-Jones, Brett K., Bellasi, Antonio, Bellazzi, Riccardo, Benoit, Vincent, Bernal-Sobrino, José Luis, Bernaux, Mélodie, Blanco-Martínez, Alvar, Booth, John, Brown, Nicholas W., Bruno, Raffaele, Bucholz, Emily, Burgun, Anita, Cannataro, Mario, Chen, Jin, Chen, Krista Y., Chiovato, Luca, Chiudinelli, Lorenzo, Cho, Kelly, Cimino, James J., Colicchio, Tiago K., Cossin, Sébastien, Cruz-Bermúdez, Juan Luis, Dagliati, Arianna, Daniar, Mohamad, Das, Priyam, Devkota, Batsal, Follett, Robert W., Ganslandt, Thomas, Barrio, Noelia García-, Getzen, Emily J., Gramfort, Alexandre, Griffon, Nicolas, Grisel, Olivier, Gutiérrez-Sacristán, Alba, Hanauer, David A., Haverkamp, Christian, Hilka, Martin, Holmes, John H., Huling, Kenneth M., Jannot, Anne Sophie, Jouhet, Vianney, Kirchoff, Katie, Klann, Jeffrey G., Kraska, Detlef, Krishnamurthy, Ashok K., L'Yi, Sehi, Leprovost, Damien, Will Loh, Ne Hooi, Lynch, Kristine E., Mensch, Arthur, Moshal, Karyn L., Mousavi, Sajad, Murad, Douglas A., Neuraz, Antoine, Newburger, Jane, Norman, James B., Obeid, Jihad, Omenn, Gilbert S., Pizzimenti, Sara, Rieg, Siegbert, Salamanca, Elisa, Samayamuthu, Malarkodi Jebathilagam, Sanchez-Pinto, L. Nelson, Santos, Janaina C.C., Sanz Vidorreta, Fernando J., Savino, Maria, Sebire, Neil J., Serret-Larmande, Arnaud, Shah, Mohsin, Son, Jiyeon, Sonday, Charles, Spiridou, Anastasia, Strasser, Zachary H., Tan, Amelia L.M., Terriza-Torres, Ana I., Tibollo, Valentina, Toh, Emma M.S., Torti, Carlo, Tseng, Yi-Ju, Varoquaux, Gael, Verdy, Guillaume, Vie, Jill-Jênn, Wong, Scott, Zhang, Harrison G., Zuccaro, Valentina, Holmes, John H., Estiri, Hossein

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