Kien Wei Siah

Massachusetts Institute of Technology (MIT)

77 Massachusetts Avenue

50 Memorial Drive

Cambridge, MA 02139-4307

United States

  • Massachusetts Institute of Technology (MIT)

SCHOLARLY PAPERS

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Scholarly Papers (3)

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1.

Machine Learning with Statistical Imputation for Predicting Drug Approvals

Number of pages: 60 Posted: 25 May 2017 Last Revised: 21 May 2019
Andrew W. Lo, Kien Wei Siah and Chi Heem Wong
Massachusetts Institute of Technology (MIT) - Sloan School of Management, Massachusetts Institute of Technology (MIT) and Massachusetts Institute of Technology (MIT) - Computer Science and Artificial Intelligence Laboratory (CSAIL)
Downloads 975 (21,945)

Abstract:

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biotech; pharmaceuticals; risk management; machine learning

2.

Estimating Clinical Trial Success Rates and Related Parameters in Oncology

Number of pages: 20 Posted: 14 Apr 2019 Last Revised: 09 May 2019
Chi Heem Wong, Kien Wei Siah and Andrew W. Lo
Massachusetts Institute of Technology (MIT) - Computer Science and Artificial Intelligence Laboratory (CSAIL), Massachusetts Institute of Technology (MIT) and Massachusetts Institute of Technology (MIT) - Sloan School of Management
Downloads 40 (416,508)

Abstract:

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Probabilities of Success; Clinical Trials; Biostatistics; Oncology; Healthcare Finance

3.

Just How Good an Investment is the Biopharmaceutical Sector?

Nature Biotechnology 35 (12), 1149-1157 (2017)
Posted: 22 May 2018
Richard T. Thakor, Nicholas Anaya, Yuwei Zhang, Christian Vilanilam, Kien Wei Siah, Chi Heem Wong and Andrew W. Lo
University of Minnesota - Carlson School of Management, Independent, Independent, Independent, Massachusetts Institute of Technology (MIT), Massachusetts Institute of Technology (MIT) - Computer Science and Artificial Intelligence Laboratory (CSAIL) and Massachusetts Institute of Technology (MIT) - Sloan School of Management

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Biotechnology, Pharmaceuticals, Drug Development, Health Care Economics, Business Strategy in Drug Development, Risk