From predictions to prescriptions: A data-driven response to COVID-19

Authors: Bertsimas, Dimitris, Boussioux, Léonard, Wright, Ryan Cory, Delarue, Arthur, Digalakis Jr., Vassilis, Jacquillat, Alexandre, Kitane, Driss Lahlou, Lukin, Galit, Li, Michael Lingzhi, Mingardi, Luca, Nohadani, Omid, Orfanoudaki, Agni, Papalexopoulos, Theodore, Paskov, Ivan, Pauphilet, Jean, Lami, Omar Skali, Stellato, Bartolomeo, Bouardi, Hamza Tazi, Carballo, Kimberly Villalobos, Wiberg, Holly, Zeng, Cynthia

Subject Terms: Statistics - Applications, Mathematics - Optimization and Control, Quantitative Biology - Populations and Evolution, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/2006.16509

Evaluation of individual and ensemble probabilistic forecasts of COVID-19 mortality in the United States

Authors: Cramer, Estee Y., Ray, Evan L., Lopez, Velma K., Bracher, Johannes, Brennen, Andrea, Rivadeneira, Alvaro J. Castro, Gerding, Aaron, Gneiting, Tilmann, House, Katie H., Huang, Yuxin, Jayawardena, Dasuni, Kanji, Abdul H., Khandelwal, Ayush, Le, Khoa, Mühlemann, Anja, Niemi, Jarad, Shah, Apurv, Stark, Ariane, Wang, Yijin, Wattanachit, Nutcha, Zorn, Martha W., Gu, Youyang, Jain, Sansiddh, Bannur, Nayana, Deva, Ayush, Kulkarni, Mihir, Merugu, Srujana, Raval, Alpan, Shingi, Siddhant, Tiwari, Avtansh, White, Jerome, Abernethy, Neil F., Woody, Spencer, Dahan, Maytal, Fox, Spencer, Gaither, Kelly, Lachmann, Michael, Meyers, Lauren Ancel, Scott, James G., Tec, Mauricio, Srivastava, Ajitesh, George, Glover E., Cegan, Jeffrey C., Dettwiller, Ian D., England, William P., Farthing, Matthew W., Hunter, Robert H., Lafferty, Brandon, Linkov, Igor, Mayo, Michael L., Parno, Matthew D., Rowland, Michael A., Trump, Benjamin D., Zhang-James, Yanli, Chen, Samuel, Faraone, Stephen V., Hess, Jonathan, Morley, Christopher P., Salekin, Asif, Wang, Dongliang, Corsetti, Sabrina M., Baer, Thomas M., Eisenberg, Marisa C., Falb, Karl, Huang, Yitao, Martin, Emily T., McCauley, Ella, Myers, Robert L., Schwarz, Tom, Sheldon, Daniel, Gibson, Graham Casey, Yu, Rose, Gao, Liyao, Ma, Yian, Wu, Dongxia, Yan, Xifeng, Jin, Xiaoyong, Wang, Yu-Xiang, Chen, YangQuan, Guo, Lihong, Zhao, Yanting, Gu, Quanquan, Chen, Jinghui, Wang, Lingxiao, Xu, Pan, Zhang, Weitong, Zou, Difan, Biegel, Hannah, Lega, Joceline, McConnell, Steve, Nagraj, V. P., Guertin, Stephanie L., Hulme-Lowe, Christopher, Turner, Stephen D., Shi, Yunfeng, Ban, Xuegang, Walraven, Robert, Hong, Qi-Jun, Kong, Stanley, van de Walle, Axel, Turtle, James A., Ben-Nun, Michal, Riley, Steven, Riley, Pete, Koyluoglu, Ugur, DesRoches, David, Forli, Pedro, Hamory, Bruce, Kyriakides, Christina, Leis, Helen, Milliken, John, Moloney, Michael, Morgan, James, Nirgudkar, Ninad, Ozcan, Gokce, Piwonka, Noah, Ravi, Matt, Schrader, Chris, Shakhnovich, Elizabeth, Siegel, Daniel, Spatz, Ryan, Stiefeling, Chris, Wilkinson, Barrie, Wong, Alexander, Cavany, Sean, España, Guido, Moore, Sean, Oidtman, Rachel, Perkins, Alex, Kraus, David, Kraus, Andrea, Gao, Zhifeng, Bian, Jiang, Cao, Wei, Ferres, Juan Lavista, Li, Chaozhuo, Liu, Tie-Yan, Xie, Xing, Zhang, Shun, Zheng, Shun, Vespignani, Alessandro, Chinazzi, Matteo, Davis, Jessica T., Mu, Kunpeng, Piontti, Ana Pastore y, Xiong, Xinyue, Zheng, Andrew, Baek, Jackie, Farias, Vivek, Georgescu, Andreea, Levi, Retsef, Sinha, Deeksha, Wilde, Joshua, Perakis, Georgia, Bennouna, Mohammed Amine, Nze-Ndong, David, Singhvi, Divya, Spantidakis, Ioannis, Thayaparan, Leann, Tsiourvas, Asterios, Sarker, Arnab, Jadbabaie, Ali, Shah, Devavrat, Della Penna, Nicolas, Celi, Leo A., Sundar, Saketh, Wolfinger, Russ, Osthus, Dave, Castro, Lauren, Fairchild, Geoffrey, Michaud, Isaac, Karlen, Dean, Kinsey, Matt, Mullany, Luke C., Rainwater-Lovett, Kaitlin, Shin, Lauren, Tallaksen, Katharine, Wilson, Shelby, Lee, Elizabeth C., Dent, Juan, Grantz, Kyra H., Hill, Alison L., Kaminsky, Joshua, Kaminsky, Kathryn, Keegan, Lindsay T., Lauer, Stephen A., Lemaitre, Joseph C., Lessler, Justin, Meredith, Hannah R., Perez-Saez, Javier, Shah, Sam, Smith, Claire P., Truelove, Shaun A., Wills, Josh, Marshall, Maximilian, Gardner, Lauren, Nixon, Kristen, Burant, John C., Wang, Lily, Gao, Lei, Gu, Zhiling, Kim, Myungjin, Li, Xinyi, Wang, Guannan, Wang, Yueying, Yu, Shan, Reiner, Robert C., Barber, Ryan, Gakidou, Emmanuela, Hay, Simon I., Lim, Steve, Murray, Chris, Pigott, David, Gurung, Heidi L., Baccam, Prasith, Stage, Steven A., Suchoski, Bradley T., Prakash, B. Aditya, Adhikari, Bijaya, Cui, Jiaming, Rodríguez, Alexander, Tabassum, Anika, Xie, Jiajia, Keskinocak, Pinar, Asplund, John, Baxter, Arden, Oruc, Buse Eylul, Serban, Nicoleta, Arik, Sercan O., Dusenberry, Mike, Epshteyn, Arkady, Kanal, Elli, Le, Long T., Li, Chun-Liang, Pfister, Tomas, Sava, Dario, Sinha, Rajarishi, Tsai, Thomas, Yoder, Nate, Yoon, Jinsung, Zhang, Leyou, Abbott, Sam, Bosse, Nikos I., Funk, Sebastian, Hellewell, Joel, Meakin, Sophie R., Sherratt, Katharine, Zhou, Mingyuan, Kalantari, Rahi, Yamana, Teresa K., Pei, Sen, Shaman, Jeffrey, Li, Michael L., Bertsimas, Dimitris, Lami, Omar Skali, Soni, Saksham, Bouardi, Hamza Tazi, Ayer, Turgay, Adee, Madeline, Chhatwal, Jagpreet, Dalgic, Ozden O., Ladd, Mary A., Linas, Benjamin P., Mueller, Peter, Xiao, Jade, Wang, Yuanjia, Wang, Qinxia, Xie, Shanghong, Zeng, Donglin, Green, Alden, Bien, Jacob, Brooks, Logan, Hu, Addison J., Jahja, Maria, McDonald, Daniel, Narasimhan, Balasubramanian, Politsch, Collin, Rajanala, Samyak, Rumack, Aaron, Simon, Noah, Tibshirani, Ryan J., Tibshirani, Rob, Ventura, Valerie, Wasserman, Larry, O’Dea, Eamon B., Drake, John M., Pagano, Robert, Tran, Quoc T., Ho, Lam Si Tung, Huynh, Huong, Walker, Jo W., Slayton, Rachel B., Johansson, Michael A., Biggerstaff, Matthew, Reich, Nicholas G.

Source: Proceedings of the National Academy of Sciences of the United States of America, 2022 Apr 01. 119(15), 1-12.

Access URL: https://www.jstor.org/stable/27151776

Validation of the artificial intelligence–based trauma outcomes predictor (TOP) in patients 65 years and older

Authors: El Hechi, Majed, Gebran, Anthony, Bouardi, Hamza Tazi, Maurer, Lydia R., El Moheb, Mohamad, Zhuo, Daisy, Dunn, Jack, Bertsimas, Dimitris, Velmahos, George C., Kaafarani, Haytham M.A.

Source: Surgery. 171(6):1687-1694

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100164459691.0x000001&indx=1&recIds=ETOCvdc_100164459691.0x000001

Trauma outcome predictor: An artificial intelligence interactive smartphone tool to predict outcomes in trauma patients

Authors: Maurer, Lydia R., Bertsimas, Dimitris, Bouardi, Hamza Tazi, El Hechi, Majed, El Moheb, Mohamad, Giannoutsou, Katerina, Zhuo, Daisy, Dunn, Jack, Velmahos, George C., Kaafarani, Haytham M.A.

Source: Journal of trauma and acute care surgery. 91(1):93-99

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100182329124.0x000001&indx=1&recIds=ETOCvdc_100182329124.0x000001

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From predictions to prescriptions: A data-driven response to COVID-19.

Authors: Bertsimas, Dimitris, Boussioux, Leonard, Cory-Wright, Ryan, Delarue, Arthur, Digalakis, Vassilis, Jacquillat, Alexandre, Kitane, Driss Lahlou, Lukin, Galit, Li, Michael, Mingardi, Luca, Nohadani, Omid, Orfanoudaki, Agni, Papalexopoulos, Theodore, Paskov, Ivan, Pauphilet, Jean, Lami, Omar Skali, Stellato, Bartolomeo, Bouardi, Hamza Tazi, Carballo, Kimberly Villalobos, Wiberg, Holly

Source: Health Care Management Science; Jun2021, Vol. 24 Issue 2, p253-272, 20p, 6 Charts, 8 Graphs

Subject Terms: COVID-19 pandemic, MEDICAL triage, MACHINE learning, SOCIAL distancing, EPIDEMIOLOGICAL models

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