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Fig 1.

Conceptual framework for ai integration in academic medical centers: Study phases and thematic analysis with integrated quality check measures.

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Table 1.

Leadership insights from structured interviews: themes, categories, and codes.

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Table 2.

SWITCH components for change management to integrate AI in education, service and research in a hospital identified by workshop participants.

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Table 2 Expand