pADR: Towards Personalized Adverse Drug Reaction Prediction by Modeling Multi-sourced Data

Author:

Luo Junyu1ORCID,Qian Cheng2ORCID,Wang Xiaochen1ORCID,Glass Lucas2ORCID,Ma Fenglong1ORCID

Affiliation:

1. The Pennsylvania State University, University Park, PA, USA

2. IQVIA, Chicago, IL, USA

Funder

US National Institutes of Health

US National Science Foundation

Publisher

ACM

Reference29 articles.

1. Children Versus Adults: Pharmacokinetic and Adverse-Effect Differences

2. Hongming Chen , Ola Engkvist , Yinhai Wang , Marcus Olivecrona , and Thomas Blaschke . 2018. The rise of deep learning in drug discovery. Drug discovery today 23, 6 ( 2018 ), 1241--1250. Hongming Chen, Ola Engkvist, Yinhai Wang, Marcus Olivecrona, and Thomas Blaschke. 2018. The rise of deep learning in drug discovery. Drug discovery today 23, 6 (2018), 1241--1250.

3. Seyone Chithrananda , Gabriel Grand , and Bharath Ramsundar . 2020. ChemBERTa: large-scale self-supervised pretraining for molecular property prediction. arXiv preprint arXiv:2010.09885 ( 2020 ). Seyone Chithrananda, Gabriel Grand, and Bharath Ramsundar. 2020. ChemBERTa: large-scale self-supervised pretraining for molecular property prediction. arXiv preprint arXiv:2010.09885 (2020).

4. Andreea Deac , Yu-Hsiang Huang , Petar Velickovic , Pietro Liò , and Jian Tang . 2019. Drug-drug adverse effect prediction with graph co-attention. arXiv preprint arXiv:1905.00534 ( 2019 ). Andreea Deac, Yu-Hsiang Huang, Petar Velickovic, Pietro Liò, and Jian Tang. 2019. Drug-drug adverse effect prediction with graph co-attention. arXiv preprint arXiv:1905.00534 (2019).

5. Yu Gu Robert Tinn Hao Cheng Michael Lucas Naoto Usuyama Xiaodong Liu Tristan Naumann Jianfeng Gao and Hoifung Poon. 2020. Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing. arXiv:arXiv:2007.15779 Yu Gu Robert Tinn Hao Cheng Michael Lucas Naoto Usuyama Xiaodong Liu Tristan Naumann Jianfeng Gao and Hoifung Poon. 2020. Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing. arXiv:arXiv:2007.15779

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