Shuai Yuan 2025. Research on deep neural network-driven macroeconomic forecasting in the context of economic transformation. International Journal of Computer Information Systems and Industrial Management Applications. 17, (Dec. 2025), 11. DOI:https://doi.org/10.70917/ijcisim-2025-0272.