ALB and neoplasm: In the Abraxane‐like structure of CaO2‐HSA, CaO2 nanocrystals were cohered by native HSA resulting from the biomineralization process, allowing the hybrid nano‐formulation to achieve great stability, biocompatibility, and tumor targeting ability.