Chi Heem Wong

Massachusetts Institute of Technology (MIT) - Computer Science and Artificial Intelligence Laboratory (CSAIL)

Stata Center

Cambridge, MA 02142

United States

Massachusetts Institute of Technology (MIT)

77 Massachusetts Avenue

50 Memorial Drive

Cambridge, MA 02139-4307

United States

Massachusetts Institute of Technology (MIT) - Sloan School of Management

100 Main Street

Cambridge, MA 02142

United States

SCHOLARLY PAPERS

7

DOWNLOADS

1,705

SSRN CITATIONS

26

CROSSREF CITATIONS

0

Scholarly Papers (7)

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) - Laboratory for Financial Engineering, Massachusetts Institute of Technology (MIT) - Laboratory for Financial Engineering and Massachusetts Institute of Technology (MIT) - Computer Science and Artificial Intelligence Laboratory (CSAIL)
Downloads 1,212 (20,915)
Citation 3

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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) - Laboratory for Financial Engineering and Massachusetts Institute of Technology (MIT) - Laboratory for Financial Engineering
Downloads 415 (87,134)
Citation 23

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

Estimating Probabilities of Success of Vaccine and Other Anti-Infective Therapeutic Development Programs

NBER Working Paper No. w27176
Number of pages: 27 Posted: 18 May 2020 Last Revised: 27 Jun 2021
Andrew W. Lo, Kien Wei Siah and Chi Heem Wong
Massachusetts Institute of Technology (MIT) - Laboratory for Financial Engineering, Massachusetts Institute of Technology (MIT) - Laboratory for Financial Engineering and Massachusetts Institute of Technology (MIT) - Computer Science and Artificial Intelligence Laboratory (CSAIL)
Downloads 25 (612,651)
Citation 1

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Estimating Probabilities of Success of Vaccine and Other Anti-Infective Therapeutic Development Programs

Number of pages: 27 Posted: 04 Jun 2020
Andrew W. Lo, Kien Wei Siah and Chi Heem Wong
Massachusetts Institute of Technology (MIT) - Laboratory for Financial Engineering, Massachusetts Institute of Technology (MIT) - Laboratory for Financial Engineering and Massachusetts Institute of Technology (MIT) - Computer Science and Artificial Intelligence Laboratory (CSAIL)
Downloads 23 (627,262)

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Vaccines, Antibiotics, Infections Diseases, Clinical Trials, Probabilities of Success

4.

A Cost/Benefit Analysis of Clinical Trial Designs for Covid-19 Vaccine Candidates

NBER Working Paper No. w27882
Number of pages: 54 Posted: 07 Oct 2020 Last Revised: 27 Jun 2021
affiliation not provided to SSRN, Berry Consultants, LLC, affiliation not provided to SSRN, Pfizer, Inc., Massachusetts Institute of Technology (MIT) - Laboratory for Financial Engineering, Massachusetts Institute of Technology (MIT) - Laboratory for Financial Engineering and Massachusetts Institute of Technology (MIT) - Computer Science and Artificial Intelligence Laboratory (CSAIL)
Downloads 24 (601,610)

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5.

Estimating the Financial Impact of Gene Therapy in the U.S

NBER Working Paper No. w28628
Number of pages: 87 Posted: 12 Apr 2021 Last Revised: 17 Apr 2021
Massachusetts Institute of Technology (MIT) - Computer Science and Artificial Intelligence Laboratory (CSAIL), MIT Laboratory for Financial Engineering, MIT Laboratory for Financial Engineering, Massachusetts Institute of Technology (MIT) - Department of Economics, University of Chicago and Massachusetts Institute of Technology (MIT) - Laboratory for Financial Engineering
Downloads 5 (741,685)
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6.

When Do Investors Freak Out?: Machine Learning Predictions of Panic Selling

Number of pages: 40
affiliation not provided to SSRN, Massachusetts Institute of Technology (MIT), Massachusetts Institute of Technology (MIT) - Laboratory for Financial Engineering, Massachusetts Institute of Technology (MIT) - Laboratory for Financial Engineering and Massachusetts Institute of Technology (MIT) - Computer Science and Artificial Intelligence Laboratory (CSAIL)
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Panic Selling; Stop-Loss; Tactical Asset Allocation; Freaking Out; Deep Learning; Behavioral Finance

7.

Just How Good an Investment is the Biopharmaceutical Sector?

Nature Biotechnology 35 (12), 1149-1157 (2017)
Posted: 22 May 2018
University of Minnesota - Carlson School of Management, Independent, Independent, Independent, Massachusetts Institute of Technology (MIT) - Laboratory for Financial Engineering, Massachusetts Institute of Technology (MIT) - Computer Science and Artificial Intelligence Laboratory (CSAIL) and Massachusetts Institute of Technology (MIT) - Laboratory for Financial Engineering

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