AI in Indian Radiology Needs Workflow and Governance, Not Just Algorithms

A perspective review argues that despite rising claims of expert-level AI performance and a forming regulatory framework, translating AI tools into reliable clinical value in Indian radiology remains uneven. Success will require more than technical capability—workflow integratio…

• AI adoption in Indian radiology is outpacing the capacity of existing workflows to adapt.
• The review synthesizes literature across public, private, and teleradiology settings, emphasizing that algorithmic performance alone does not guarantee clinical benefit.
• Key barriers to success include inadequate workflow integration, validation, and governance structures.

Automated summary

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