Prompt Templates for AI-Assisted Clinical Workflows
Clinicians cut administrative time using HIPAA-compliant ChatGPT prompts for diagnostics, differentials, plans, notes, counseling, handoffs, and guideline checks—freeing focus for patients.
Accelerate Diagnostics and Differentials
For a 62-year-old man with diabetes, CKD, fever, SOB, and confusion, prompt ChatGPT: "Outline focused workup (labs, imaging, micro) for sepsis/pneumonia and how results guide acute management." Template generalizes: "I am a role caring for age/gender with PMH presenting complaints in setting. Provide workup for conditions explaining management/triage."
Differentiate diagnoses like patellofemoral pain from strain or costochondritis in a 28-year-old post-travel: Prioritize differential, detail history/exam/tests supporting/refuting each, then distinguish primary from 3 alternatives via bedside eval, labs, imaging. Use: "I am role evaluating age/gender with complaint/symptoms in setting. Generate prioritized differential... distinguish primary from alts." Results in structured reasoning that narrows options faster than manual recall.
Build Problem-Based Plans and Notes
For 74-year-old with decompensated HF and AKI: Prompt for pathophysiology per problem, trending diagnostics, meds/fluids/procedures/monitoring, disposition, and comorbidity impacts (e.g., escalation triggers). Template: "I am role managing age/gender admitted with dx/complications. Create plan including pathophys, diagnostics, therapeutics, disposition; highlight complication effects."
Document bronchiolitis in 3-year-old: Generate chart-ready note with HPI, PMH/meds, exam, assessment/differential, plan. Format replicates real EHR. Template ensures completeness: "I am role seeing age/gender with complaint/symptoms in setting. Write note: HPI, PMH/meds, exam, assessment, plan." Reduces documentation time from scratch.
Enhance Counseling, Handoffs, and Evidence Checks
Counsel 60-year-old new T2DM: Explain condition, med dosing, diet/lifestyle/monitoring, red flags in plain language. Template: "I am role counseling age/gender with dx. Write instructions: meaning, meds, recommendations, red flags for literacy level."
Discharge 72-year-old post-hip fx: Handoff summary to PCP, home health, PT with problems, meds, tests, function, follow-up. Template structures communication: "I am role coordinating age/gender post-event. Outline info for providers: problems, meds, tests, status, needs."
For 65-year-old new AFib: Summarize guidelines on anticoagulation, rate/rhythm, stroke prevention applied to patient risks. Template: "I am role reviewing age/gender with condition/comorbids. Summarize guidelines: dx/risk, therapies, complications; apply to factors."
Post-stroke 79-year-old with memory loss/irritability: Differential for dementia vs. age-related changes. Or summarize eval pathway: red flags, history/exam (collateral/meds), screens, labs, imaging triggers—link org protocols. Templates pull cited evidence from trusted sources, ensuring compliance and reducing search time.