Yazar "Yu, Thomas" için listeleme
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A Continuously Benchmarked and Crowdsourced Challenge for Rapid Development and Evaluation of Models to Predict COVID-19 Diagnosis and Hospitalization
Yan, Yao; Schaffter, Thomas; Bergquist, Timothy; Yu, Thomas; Prosser, Justin; Aydin, Zafer; Jabeer, Amhar; Brugere, Ivan; Gao, Jifan; Chen, Guanhua; Causey, Jason; Yao, Yuxin; Bryson, Kevin; Long, Dustin R.; Jarvik, Jeffrey G.; Lee, Christoph, I; Wilcox, Adam; Guinney, Justin; Mooney, Sean (AMER MEDICAL ASSOC330 N WABASH AVE, STE 39300, CHICAGO, IL 60611-5885, 2021)IMPORTANCE Machine learning could be used to predict the likelihood of diagnosis and severity of illness. Lack of COVID-19 patient data has hindered the data science community in developing models to aid in the response ... -
A crowdsourced analysis to identify ab initio molecular signatures predictive of susceptibility to viral infection
Fourati, Slim; Talla, Aarthi; Mahmoudian, Mehrad; Burkhart, Joshua G.; Klén, Riku; Henao, Ricardo; Yu, Thomas; Aydın, Zafer; Yeung, Ka Yee; Ahsen, Mehmet Eren; Almugbel, Reem; Jahandideh, Samad; Liang, Xiao; Nordling, Torbjörn E.M.; Shiga, Motoki; Stanescu, Ana; Vogel, Robert; Pandey, The Respiratory Viral DREAM Challenge Consortium# , Gaurav; Chiu, Christopher; McClain, Micah T.; Woods, Christopher W.; Ginsburg, Geoffrey S.; Elo, Laura L.; Tsalik, Ephraim L.; Mangravite, Lara M.; Sieberts, Solveig K. (NATURE PUBLISHING GROUP, MACMILLAN BUILDING, 4 CRINAN ST, LONDON N1 9XW, ENGLAND, 2018)The response to respiratory viruses varies substantially between individuals, and there are currently no known molecular predictors from the early stages of infection. Here we conduct a community-based analysis to determine ...
