Search Results for author: Bino John

Found 2 papers, 2 papers with code

PHEE: A Dataset for Pharmacovigilance Event Extraction from Text

1 code implementation22 Oct 2022 Zhaoyue Sun, Jiazheng Li, Gabriele Pergola, Byron C. Wallace, Bino John, Nigel Greene, Joseph Kim, Yulan He

The primary goal of drug safety researchers and regulators is to promptly identify adverse drug reactions.

Event Extraction

Interpretable bilinear attention network with domain adaptation improves drug-target prediction

2 code implementations3 Aug 2022 Peizhen Bai, Filip Miljković, Bino John, Haiping Lu

Recent deep learning-based methods show promising performance but two challenges remain: (i) how to explicitly model and learn local interactions between drugs and targets for better prediction and interpretation; (ii) how to generalize prediction performance on novel drug-target pairs from different distribution.

Domain Adaptation Drug Discovery

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