About Prompt
- Prompt Type – Dynamic
- Prompt Platform – ChatGPT, Grok, Deepseek, Gemini, Copilot, Midjourney, Meta AI and more
- Niche – Diagnostic Report Insights
- Language – English
- Category – Pathology Report Analysis
- Prompt Title – AI Prompt for Automated Interpretation of Pathology Reports
Prompt Details
**Prompt Type:** Dynamic
**Purpose:** Pathology Report Analysis for Diagnostic Report Insights
**Target Platforms:** All AI Platforms
**Instructions:**
This prompt is designed for automated interpretation of pathology reports, aiming to extract key information, identify potential diagnoses, and provide insightful summaries for healthcare professionals. Please adapt the placeholders within curly braces `{}` with the specific pathology report text and desired output format. Experiment with different levels of detail and phrasing to optimize the results for your specific needs.
**Prompt Structure:**
“`
Analyze the following pathology report:
“`
“`
{Pathology Report Text}
“`
“`
Considering the provided pathology report, perform the following tasks:
1. **Key Findings Extraction:** Identify and list the most important findings from the report, including but not limited to:
* Observed abnormalities (e.g., cell morphology, tissue architecture)
* Specific measurements (e.g., tumor size, margins)
* Immunohistochemistry results (e.g., marker expression levels)
* Molecular findings (e.g., genetic mutations)
* Staging information (if applicable)
Present these findings in a concise and structured format, such as a bulleted list or table. Use medical terminology, but ensure clarity even for non-pathologists. For instance:
* “Invasive ductal carcinoma, grade 2” instead of just “IDC G2”
* “Tumor size: 2.5 cm x 1.8 cm x 1.0 cm” instead of “2.5×1.8×1.0 cm”
* “ER-positive, PR-positive, HER2-negative” instead of “ER+, PR+, HER2-”
2. **Potential Diagnosis/Diagnoses:** Based on the extracted key findings, suggest the most likely diagnosis/diagnoses. Include relevant differential diagnoses if applicable, along with a brief rationale supporting your suggestions. Express diagnostic certainty using calibrated language like “highly suggestive of,” “consistent with,” “possible,” or “unlikely.”
3. **Clinical Significance Summary:** Provide a concise summary of the clinical significance of the report’s findings. This summary should be tailored for a clinical audience (e.g., oncologists, surgeons, primary care physicians) and explain the implications of the findings for patient management. Consider the following aspects:
* Prognosis
* Treatment recommendations (general suggestions, not specific prescriptions)
* Need for further investigations (e.g., additional imaging, molecular testing)
* Follow-up recommendations
4. **Output Format:** Present the information in the following format: {Desired Output Format}
Examples of output formats include: JSON, XML, Markdown, plain text. Specify the desired structure and formatting details within the placeholder. For example:
* **JSON:**
“`json
{
“key_findings”: [
{“finding”: “Invasive ductal carcinoma”, “details”: “Grade 2”},
{“finding”: “Tumor size”, “details”: “2.5 cm x 1.8 cm x 1.0 cm”},
// …
],
“potential_diagnoses”: [
{“diagnosis”: “Invasive ductal carcinoma”, “certainty”: “Highly suggestive of”, “rationale”: “…”},
// …
],
“clinical_significance”: “…”,
}
“`
5. **Target Audience:** This report is intended for {Target Audience}. Adjust the language and level of detail accordingly. Examples: Oncologist, Surgeon, General Practitioner, Patient.
**Example Usage:**
“`
Analyze the following pathology report:
{Paste the complete pathology report text here.}
Considering the provided pathology report, perform the following tasks as described above.
Output Format: JSON
Target Audience: Oncologist
“`
**Important Notes:**
* This prompt relies on the accuracy and completeness of the provided pathology report text. Garbage in, garbage out.
* AI interpretations should be considered as tools to assist, not replace, professional medical judgment. Always consult with a qualified healthcare professional for diagnostic and treatment decisions.
* Experiment with different prompt variations and output formats to optimize the results for your specific application.
* Evaluate the AI’s output critically and verify key information against the original report.
This detailed and adaptable prompt empowers AI systems to provide valuable insights from pathology reports, enhancing diagnostic accuracy and streamlining clinical workflows. Remember to always prioritize patient safety and professional medical oversight.