Awesome Drug Pair Scoring

<p align="center"> <img width="800" src="https://github.com/AstraZeneca/polypharmacy-ddi-synergy-survey/blob/master/base_survey_text.jpg"> </p>

The Survey Paper

This repository accompanies our survey paper A Unified View of Relational Deep Learning for Drug Pair Scoring.

If you find the survey or this repository useful in your research, please consider citing our paper:

bibtexCopy
@inproceedings{pairscoring,
  title     = {A Unified View of Relational Deep Learning for Drug Pair Scoring},
  author    = {Rozemberczki, Benedek and Bonner, Stephen and Nikolov, Andriy and Ughetto, Michaël and Nilsson, Sebastian and Papa, Eliseo},
  booktitle = {Proceedings of the Thirty-First International Joint Conference on
               Artificial Intelligence, {IJCAI-22}},
  publisher = {International Joint Conferences on Artificial Intelligence Organization},
  pages     = {5564--5571},
  year      = {2022},
}

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Contents

1. High Level Models
2. Low Level Models
3. Hierarchical Models
4. Datasets
5. Related Survey Papers

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License

• Apache 2.0