AI and big data driven knowledge mapping of exosome–hydrogel research in orthopedic regeneration and tissue engineering

This study employs a data-driven framework to connect scientific research with transformation. The integration of semantic models and cross - source evidence reflects the evaluation logic of exosome - hydrogel research, and provides support for future research in the field of regenerative biomaterials and the priority of patent strategies.