Summary of Our Paper in Drug Discovery Today ("The 11 Commandments")
Vladimir A. Makarov, Terry Stouch, Brandon Allgood, Chris D. Willis, Nick Lynch, "Best practices for artificial intelligence in life sciences research", Drug Discovery Today, Volume 26, Issue 5, 2021, Pages 1107-1110, ISSN 1359-6446, https://doi.org/10.1016/j.drudis.2021.01.017. Free pre-print available at https://osf.io/eqm9j/
Abstract: We describe 11 best practices for the successful use of artificial intelligence and machine learning in pharmaceutical and biotechnology research at the data, technology and organizational management levels.
Walsh, I., Fishman, D., Garcia-Gasulla, D. et al. DOME: recommendations for supervised machine learning validation in biology. Nat Methods 18, 1122–1127 (2021). https://doi.org/10.1038/s41592-021-01205-4
Fotis | Psomopoulos | CERTH |
Brandon | Allgood | Valo Health |
Christophe | Chabbert | Roche |
Adrian | Schreyer | Exscientia |
Elina | Koletou | Roche |
Frederik | van der Broek | |
David | Wöhlert | |
John | Overington | Exscientia |
Loganathan | Kumarasamy | Zifo R&D |
Neal | Dunkinson | Scibite |
Simon | Thornber | GSK |
Irene | Pak | BMS |
Berenice | Wullbrecht | |
Prashant | Natarajan | |
Valerie | Morel | |
Yvonna | Li | |
Silvio | Tosatto | |
Natalja | Kurbatova | |
Mufis | Thalath | |
Niels | Van Beuningen | |
Ton | Van Daelen | |
Lucille | Valentine | |
Adrian | Fowkes | |
Chas | Nelson | |
Paolo | Simeone | |
Vladimir | Makarov |