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38% accuracy was obtained for the testing dataset. AptaNet achieved high performance on our constructed aptamer-protein benchmark dataset. The results indicate that AptaNet can help identify novel aptamer-protein interacting pairs and build more-efficient insights into the relationship between aptamers and proteins. Our benchmark dataset and the source codes for AptaNet are available in https//github.com/nedaemami/AptaNet .The objective of this study is to assess prognostic value of surgery for elderly oral tongue squamous cell carcinomas