AI-assisted research, evidence synthesis, and guideline-verified content validation (LLM use for clinical writing and educational material)
TextApplied LLM-assisted research workflows to support systematic literature review and evidence synthesis tasks for clinical/healthtech use cases while critically verifying outputs against peer-reviewed literature and current clinical guidelines. Ensured factual accuracy, clinical reasoning quality, and guideline concordance for AI-generated medical content to support patient safety and educational correctness. Produced and validated AI-assisted written outputs used in manuscript preparation and research/education planning. • Verified LLM outputs against clinical guidelines and peer-reviewed sources. • Evaluated factual correctness and reasoning quality of AI-generated medical text. • Supported manuscript preparation and scientific writing with AI assistance. • Built AI-assisted clinical/educational content (flowcharts, case materials) with validation steps.