Machine learning operations (MLOps), a discipline concerned with the production, monitoring and maintenance of artificial intelligence (AI) and machine learning (ML) models at scale, applied in healthcare can facilitate the transition of AI/ML-enabled healthcare tools from research to sustainable deployment.1,3 Adherence to MLOps best practices can address persistent challenges with AI/ML tools deployed into clinical workflows where models often struggle with generalisability, integration and robustness….
Read it here: https://pmc.ncbi.nlm.nih.gov/articles/PMC11535661/
