Posts Tagged ‘ismbeccb21’

Frontiers | InferBERT: A Transformer-Based Causal Inference Framework for Enhancing Pharmacovigilance | Artificial Intelligence

July 31, 2021

Nice talk by W Tong at #ISMBECCB21 (CAMDA session) discussing the FDA perspective on how to do AI for regulatory science. He presents the TRIAL framework: transparency, reliability, interpretability, applicability & liability. #ISMBECCB2021

In relation to interpretability, he discusses InferBert
( which builds a Bayesian causality framework (using the Do-calculus) for interpreting the BERT transformer based model. #ISMBECCB21 #ISMBECCB2021