Uncertainty quantification: Can we trust artificial intelligence in drug discovery?
Author:
Publisher
Elsevier BV
Subject
Multidisciplinary
Reference80 articles.
1. A review of uncertainty quantification in deep learning: techniques, applications and challenges;Abdar;Inf. Fusion,2021
2. Neural network activation similarity: a new measure to assist decision making in chemical toxicology;Allen;Chem. Sci.,2020
3. Low data drug discovery with one-shot learning;Altae-Tran;ACS Cent. Sci.,2017
4. The need for uncertainty quantification in machine-assisted medical decision making;Begoli;Nat. Mach. Intell.,2019
5. Minimal-uncertainty prediction of general drug-likeness based on Bayesian neural networks;Beker;Nat. Mach. Intell.,2020
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