Prompts / Research & Analysis

ChatGPT prompt for medical report analysis

This prompt turns a medical report into a plain-language, structured discussion aid. Use it to prepare for a qualified clinician, not to diagnose yourself or choose treatment.

PromptOpen ChatGPTOpen Claude
Help me understand and prepare questions about this medical report. I am sharing [MEDICAL REPORT], along with [PATIENT CONTEXT], [CURRENT SYMPTOMS OR REASON FOR TEST], and [CURRENT MEDICINES AND RELEVANT HISTORY]. This is for education and a conversation with a licensed clinician, not a diagnosis, treatment plan, or emergency assessment.

Use only the information I provide. If the report names a test, standard range, measurement, comparison study, or stated impression, preserve it accurately. Do not infer a diagnosis from an isolated value, invent a reference range, say a result is normal or abnormal unless the report itself establishes that, or recommend starting, stopping, or changing medication.

Produce these sections:
1. Plain-language overview in 120-180 words, separating what the report explicitly says from what remains unknown.
2. Findings table with the exact finding or value, the report’s stated reference range or comparison if present, a plain-language explanation, and “question for clinician.”
3. Terms explained: define up to 8 technical terms in everyday language without minimizing uncertainty.
4. Context to discuss: list which symptoms, history, timing, or medicines may matter, phrased as questions rather than assumptions.
5. Appointment questions: 6-10 prioritized questions covering significance, possible causes, need for follow-up, timing, and red-flag symptoms specific to the report.
6. Urgency note: repeat any urgency or follow-up direction stated in the report. If the report or my symptoms describe potentially urgent warning signs, tell me to contact an appropriate urgent-care or emergency service now rather than waiting for analysis.

Cite sources only by naming the supplied report section, page, or quoted wording; do not fabricate medical citations. Before answering, self-check that every interpretation is traceable to the report or clearly labeled uncertain, and flag missing information that changes interpretation. Ask up to 3 clarifying questions only if a required input is missing.

Fill in

PlaceholderWhat to enterExample
[MEDICAL REPORT]Paste the complete report text with dates, findings, impression, and reference ranges, while removing identifiers you do not want to share.CBC, 14 Sep 2026: hemoglobin 11.1 g/dL (reference 11.7-15.5), MCV 78 fL (80-100), platelets 315 K/uL (150-400). Impression: mild microcytic anemia; correlate with iron studies and clinical history.
[PATIENT CONTEXT]Enter age range, sex assigned at birth if relevant to the test, major diagnoses, and relevant circumstances such as pregnancy or recent surgery.34-year-old woman, not pregnant, no known chronic illness
[CURRENT SYMPTOMS OR REASON FOR TEST]Describe why the test was ordered, when symptoms began, and any changes since then.Fatigue and shortness of breath on stairs for two months; primary-care clinician ordered routine blood work
[CURRENT MEDICINES AND RELEVANT HISTORY]List prescription and over-the-counter medicines, supplements, allergies, and relevant past or family history.Daily multivitamin, occasional ibuprofen; heavy menstrual periods; mother previously treated for iron deficiency

How to use

  1. Remove names, addresses, medical record numbers, and any details you do not need to share before pasting the report.
  2. Paste the full report rather than only the flagged line, because comparisons and the impression can change the meaning.
  3. Take the output and the original report to your appointment; verify every quoted value and range against the source.
  4. Follow up with: “Rank these clinician questions by what could change the next step, without recommending treatment.”

Variations

Lab trend review

Use this when you have the same laboratory values from several dates.

Variation
Organize these lab results across time: [LAB RESULTS BY DATE]. My relevant context is [PATIENT CONTEXT], and the reason for monitoring is [REASON]. Create a date-by-date trend table using only reported values and ranges, then explain what increased, decreased, or stayed similar without diagnosing the cause. Identify gaps that prevent comparison, such as different units or missing ranges. Draft 6 questions for my clinician about the trend and follow-up. Do not recommend medication changes. Check that every value is assigned to the correct date and unit.

Imaging report questions

Use this when you need to prepare for a discussion of an imaging result.

Variation
Help me prepare for a clinician visit about this imaging report: [IMAGING REPORT]. The scan was ordered because [REASON FOR SCAN], and relevant history is [RELEVANT HISTORY]. Produce a plain-language explanation of the stated findings and impression, a table separating confirmed findings from recommendations or uncertainty, and 8 questions to ask the ordering clinician. Repeat any report-directed follow-up timeframe exactly. Do not diagnose from the wording or imply that a finding explains symptoms unless the report says so. Check that anatomical locations and measurements are copied accurately.

Specialist visit brief

Use this when you want a concise, factual summary for a specialist appointment.

Variation
Turn my notes into a one-page specialist-visit brief. Use [SYMPTOM TIMELINE], [TEST RESULTS], and [MEDICAL HISTORY]. Include a dated timeline, current symptoms and functional impact, prior tests or treatments with stated results, current medicines, and my three main questions: [MAIN QUESTIONS]. Clearly mark unknown dates or results. Do not fill gaps with likely explanations. End with a short list of records I should bring. Check that the chronology does not contradict itself and that no treatment outcome is overstated.

Tips

  • Keep the report’s exact units and reference ranges; a number copied without them can be misleading.
  • Include the report’s “impression” or “recommendation” section, because it often states the radiologist’s or pathologist’s intended next step.
  • Separate a report’s finding from a cause of symptoms; even an abnormal result may not explain why someone feels unwell.
  • Seek urgent help for severe, rapidly worsening, or report-directed urgent symptoms instead of waiting to refine an AI summary.

FAQ

Can ChatGPT diagnose a condition from my report?

No. A report must be interpreted with your examination, history, test quality, and sometimes additional testing by a qualified clinician.

Is it safe to paste a medical report into AI?

Remove identifying details and use a service whose privacy settings you understand. Keep the original report available to verify the summary.

Can the prompt tell me what medicine to take?

It should not. Use it to prepare informed questions for the clinician who knows your records and can assess risks.

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