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Furthermore, we provided an exploratory strategy for identifying potential cancer-associated genes concerning specific cancer types. Our results highlighted the predictive power of DeepCDR and its potential translational value in guiding disease-specific drug design. DeepCDR is freely available at https//github.com/kimmo1019/DeepCDR. Supplementary data are available at Bioinformatics online. Supplementary data are available at Bioinformatics online. Determining the structures of proteins is a critical step to understand their biological