A novel efficient drug repurposing framework through drug-disease association data integration using convolutional neural networks

Table 2 Comparison of IDDI-DNN with other state-of-the-art methods applied to the gold standard dataset

Method	YEAR	ROC	PR
TL-HGBI [50]	2014	72.7	3.0
Graph embedding Matrix Factorization [51]	2015	75.7	69.3
Graph embedding neural network based [52]	2016	77.4	75.2
SCMFDD [49]	2018	63.8	6.0
DisDrugPred [54]	2019	92.0	24.3
DRSE [53]	2021	93.23	94.83
IDDI-DNN	2022	97.01	98.53

ISSN: 1471-2105