112 citations · 259 across the 6 of their papers we have counts for
Showing 2019Show all
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q-bio.QM2019★ 26 cited
Concepts and Applications of Conformal Prediction in Computational Drug Discovery
Isidro Cortés-Ciriano, Andreas Bender
Estimating the reliability of individual predictions is key to increase the adoption of computational models and artificial intelligence in preclinical drug discovery, as well as t…
cs.LG2019★ 59 cited
Reliable Prediction Errors for Deep Neural Networks Using Test-Time Dropout
Isidro Cortes-Ciriano, Andreas Bender
While the use of deep learning in drug discovery is gaining increasing attention, the lack of methods to compute reliable errors in prediction for Neural Networks prevents their ap…