A formal orchestration framework for oncology AI pipelines is proposed, demonstrating that routing logic and output schema remain invariant under model substitution via a proof-of-concept with synthetic stubs.
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The Large Cancer Assistant (LCA): A Model-Agnostic Orchestration Framework for Scalable Clinical Decision Support in Oncology
A formal orchestration framework for oncology AI pipelines is proposed, demonstrating that routing logic and output schema remain invariant under model substitution via a proof-of-concept with synthetic stubs.