MSHGANMDA is a new method for miRNA-disease association prediction.
- Python 3.6.13
- dgl 0.5.1
- numpy 1.19.5
- torch 1.9.0
- pandas 0.25.1
miRNA-disease associations
multi_all_mirna_disease_pairs_without_negative
disease features : D_SSM1,D_SSM2,D_GSM
miRNA features : M_FSM,M_GSM
python main.py
@ARTICLE{
wang2023mshganmda,
author={Wang, Shudong and Wang, Fuyu and Qiao, Sibo and Zhuang, Yu and Zhang, Kuijie and Pang, Shanchen and Nowak, Robert and Lv, Zhihan},
journal={IEEE Journal of Biomedical and Health Informatics},
title={MSHGANMDA: Meta-Subgraphs Heterogeneous Graph Attention Network for miRNA-Disease Association Prediction},
year={2023},
volume={27},
number={10},
pages={4639-4648},
doi={10.1109/JBHI.2022.3186534}
}