DCTGM: A Novel Dual-channel Transformer Graph Model for miRNA-disease Association Prediction - Pang, Shanchen; Zhuang, Yu; Qiao, Sibo; Wang, Fuyu; Wang, Shudong; Lv, Zhihan (Cognitive computation, 2024)
Keywords: Aggregates; Artificial Intelligence; Association reactions; Attention; Attention mechanism; Attention mechanisms; Bioinformatics; Coders; Computation by Abstract Devices; Computational Biology/Bioinformatics; Computer Science; Diagnosis; Disease; Disease associations; Disease diagnosis; Disease treatment; Dual channel; Forecasting; Genes; Graph model; Graph neural network; Graph neural networks; Graph theory; Medical Subject Headings-MeSH; MicroRNAs; miRNA-disease association; Multilayer perceptrons; Multilayers; Neoplasms; Pathological process; Proteins; Representations; RNA; Semantics; Signal encoding; Signal transduction; Transformers; Tumors; Attention mechanism; miRNA-disease association; Graph neural network; Attention