AI-assisted clinical documentation experience using medical scribe/note-generation systems to produce and evaluate structured clinical notes.
Clinically deployed AI medical documentation tools to generate and refine referral-ready clinical notes and summaries from unstructured patient information. She dictated patient histories and clinical findings into AI systems and iteratively edited the output to ensure extracted information was accurate and relevant for interdisciplinary communication. She assessed AI-generated summaries for completeness, clinical relevance, and correctness, using clinician judgment to guide improvements in AI-driven documentation workflows. • Inputs involved unstructured clinical narratives and patient history text. • Outputs involved structured clinical documentation and referral letter content. • Labeling effort included identifying what information to extract and correcting generated text. • Evaluation focused on completeness and factual/clinical accuracy of the AI summaries.