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Statistics in Biopharmaceutical Research Volume 12, 2020 - Issue 4
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Special Issue on COVID-19

Machine learning for clinical trials in the era of COVID-19

William R. ZameDepartment of Economics and Mathematics, UCLA, Los Angeles, CA, USA;;
,
Ioana BicaUniversity of Oxford, Oxford, UK;; ;The Alan Turing Institute, London, UK;
,
Cong ShenDepartment of Electrical and Computer Engineering, University of Virginia, Charlottesville, VA, USA;;
,
Alicia CurthUniversity of Oxford, Oxford, UK;;
,
Hyun-Suk LeeDepartment of Applied Mathematics and Theoretical Physics, University of Cambridge, UK;;
,
Stuart BaileyNovartis Pharmaceuticals, Cambridge, MA, USA;
,
James WeatherallAstraZeneca, Cambridge, UK;;
,
David WrightAstraZeneca, Cambridge, UK;;
,
Frank BretzNovartis Pharma AG, Basel, Switzerland;; ;Section for Medical Statistics, Medical University of Vienna, Vienna, Austria;
&
Mihaela van der SchaarThe Alan Turing Institute, London, UK; ;Department of Applied Mathematics and Theoretical Physics, University of Cambridge, UK;; ;Department of Electrical and Computer Engineering, UCLA, Los Angeles, CA, USACorrespondence[email protected]
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Pages 506-517 | Received 15 May 2020, Accepted 03 Jul 2020, Published online: 18 Aug 2020

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Mark Baillie, Conor Moloney, Carsten Philipp Mueller, Jonas Dorn, Janice Branson & David Ohlssen. (2023) Good Data Science Practice: Moving Toward a Code of Practice for Drug Development. Statistics in Biopharmaceutical Research 15:1, pages 74-85.
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Mateus Sá Magalhães Serafim, Valtair Severino dos Santos Júnior, Jadson Castro Gertrudes, Vinícius Gonçalves Maltarollo & Kathia Maria Honorio. (2021) Machine learning techniques applied to the drug design and discovery of new antivirals: a brief look over the past decade. Expert Opinion on Drug Discovery 16:9, pages 961-975.
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Toshimitsu Hamasaki, Frank Bretz, Freda Cooner, Lisa M. LaVange & Martin Posch. (2020) Statistical Challenges in the Conduct and Management of Ongoing Clinical Trials During the COVID-19 Pandemic. Statistics in Biopharmaceutical Research 12:4, pages 397-398.
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