Transparency and reproducibility in artificial intelligence.

Haibe-Kains, Benjamin; Adam, George Alexandru; Hosny, Ahmed; Khodakarami, Farnoosh; Waldron, Levi; Wang, Bo; McIntosh, Chris; Goldenberg, Anna; Kundaje, Anshul; Greene, Casey S; Broderick, Tamara; Hoffman, Michael M; Leek, Jeffrey T; Korthauer, Keegan; Huber, Wolfgang; Brazma, Alvis; Pineau, Joelle; Tibshirani, Robert; Hastie, Trevor; Ioannidis, John P A; Quackenbush, John; Aerts, Hugo J W L

Haibe-Kains, Benjamin; Adam, George Alexandru; Hosny, Ahmed; Khodakarami, Farnoosh; Waldron, Levi; Wang, Bo; McIntosh, Chris; Goldenberg, Anna; Kundaje, Anshul; Greene, Casey S; Broderick, Tamara; Hoffman, Michael M; Leek, Jeffrey T; Korthauer, Keegan; Huber, Wolfgang; Brazma, Alvis; Pineau, Joelle; Tibshirani, Robert; Hastie, Trevor; Ioannidis, John P A; Quackenbush, John; Aerts, Hugo J W L.

Affiliation

Haibe-Kains B; Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada. bhaibeka@uhnresearch.ca.
Adam GA; Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada. bhaibeka@uhnresearch.ca.
Hosny A; Department of Computer Science, University of Toronto, Toronto, Ontario, Canada. bhaibeka@uhnresearch.ca.
Khodakarami F; Ontario Institute for Cancer Research, Toronto, Ontario, Canada. bhaibeka@uhnresearch.ca.
Waldron L; Department of Computer Science, University of Toronto, Toronto, Ontario, Canada.
Wang B; Vector Institute for Artificial Intelligence, Toronto, Ontario, Canada.
McIntosh C; Artificial Intelligence in Medicine (AIM) Program, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.
Goldenberg A; Radiation Oncology and Radiology, Dana-Farber Cancer Institute, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.
Kundaje A; Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada.
Greene CS; Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada.
Hoffman MM; Department of Epidemiology and Biostatistics and Institute for Implementation Science in Population Health, CUNY Graduate School of Public Health and Health Policy, New York, NY, USA.
Leek JT; Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada.
Korthauer K; Department of Computer Science, University of Toronto, Toronto, Ontario, Canada.
Huber W; Vector Institute for Artificial Intelligence, Toronto, Ontario, Canada.
Brazma A; Peter Munk Cardiac Centre, University Health Network, Toronto, Ontario, Canada.
Pineau J; Department of Laboratory Medicine and Pathobiology, University of Toronto, Ontario, Canada.
Tibshirani R; Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada.
Hastie T; Vector Institute for Artificial Intelligence, Toronto, Ontario, Canada.
Ioannidis JPA; Peter Munk Cardiac Centre, University Health Network, Toronto, Ontario, Canada.
Quackenbush J; Department of Computer Science, University of Toronto, Toronto, Ontario, Canada.
Aerts HJWL; Vector Institute for Artificial Intelligence, Toronto, Ontario, Canada.