1---2name: radgpt-radiology-reporter3description: <!--4---5<!--6# COPYRIGHT NOTICE7# This file is part of the "Universal Biomedical Skills" project.8# Copyright (c) 2026 MD BABU MIA, PhD <md.babu.mia@mssm.edu>9# All Rights Reserved.10#11# This code is proprietary and confidential.12# Unauthorized copying of this file, via any medium is strictly prohibited.13#14# Provenance: Authenticated by MD BABU MIA1516-->1718---19name: radgpt-radiology-reporter20description: Radiology Reporter21keywords:22 - radiology23 - report-generation24 - patient-friendly25 - summarization26 - explanation27measurable_outcome: Generate a patient-friendly explanation of a radiology report with <1% hallucination rate within 30 seconds.28license: MIT29metadata:30 author: Stanford Medicine31 version: "1.0.0"32compatibility:33 - system: Python 3.9+34allowed-tools:35 - run_shell_command36 - read_file37---3839# RadGPT (Radiology Report Assistant)4041An LLM-based agent designed to summarize and explain complex radiology reports for patients and clinicians.4243## When to Use4445* **Patient Communication**: Converting technical findings into plain language.46* **Clinician Review**: Highlighting critical findings (e.g., "Pneumothorax detected").47* **Follow-up**: Suggesting appropriate next steps based on findings.4849## Core Capabilities50511. **Simplification**: Translates "bilateral opacity" to "cloudiness in both lungs".522. **Entity Extraction**: Identifies key anatomical structures and pathologies.533. **Q&A**: Answers follow-up questions about the report.5455## Workflow56571. **Input**: Raw text of the radiology report.582. **Process**: LLM summarizes and identifies key findings.593. **Output**: Structured summary or conversational explanation.6061## Example Usage6263**User**: "Explain this chest X-ray report to the patient."6465**Agent Action**:66```bash67python -m radgpt.explain --report ./report.txt --target_audience patient68```697071<!-- AUTHOR_SIGNATURE: 9a7f3c2e-MD-BABU-MIA-2026-MSSM-SECURE -->
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