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toolevalxm/MedGPT-Clinical-BestModel
MedGPT-Clinical-BestModel is a text generation model from toolevalxm. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
<div align="center" <img src="figures/fig1.png" width="60%" alt="MedGPT-Clinical" / </div <hr
Downloads · 30 days
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From the Hugging Face model README
MedGPT-Clinical is a specialized large language model designed for clinical decision support and medical documentation. Built upon the GPT architecture, this model has been fine-tuned on extensive medical datasets including clinical notes, research papers, and validated medical knowledge bases.
<p align="center"> <img width="80%" src="figures/fig3.png"> </p>The model demonstrates exceptional performance in medical reasoning tasks, including differential diagnosis, drug interaction detection, and clinical documentation generation. It achieves state-of-the-art results across 15 medical AI benchmarks while maintaining strict patient safety protocols.
Our latest version introduces enhanced medical knowledge retrieval and improved handling of complex multi-system pathologies. The model has been validated by board-certified physicians across multiple specialties.
| Benchmark | BioMedLM | MedPaLM | ClinicalGPT | MedGPT-Clinical | |
|---|---|---|---|---|---|
| Diagnostic Tasks | Diagnosis Accuracy | 0.720 | 0.745 | 0.762 | 0.700 |
| Drug Interaction | 0.815 | 0.832 | 0.841 | 0.843 | |
| Symptom Extraction | 0.689 | 0.701 | 0.718 | 0.750 | |
| Clinical Documentation | Clinical Notes | 0.641 | 0.668 | 0.675 | 0.677 |
| Patient History | 0.712 | 0.729 | 0.738 | 0.781 | |
| Radiology Report | 0.598 | 0.615 | 0.627 | 0.729 | |
| Medical Coding | 0.755 | 0.772 | 0.781 | 0.787 | |
| Treatment Support | Medical QA | 0.682 | 0.698 | 0.715 | 0.685 |
| Treatment Recommendation | 0.621 | 0.645 | 0.658 | 0.600 | |
| Medication Dosage | 0.778 | 0.791 | 0.805 | 0.858 | |
| Lab Result Interpretation | 0.698 | 0.715 | 0.728 | 0.750 | |
| Safety & Compliance | Adverse Event | 0.845 | 0.862 | 0.871 | 0.865 |
| Clinical Trial | 0.589 | 0.612 | 0.625 | 0.649 | |
| Medical Ethics | 0.732 | 0.748 | 0.761 | 0.779 | |
| Emergency Triage | 0.801 | 0.818 | 0.829 | 0.800 |
MedGPT-Clinical demonstrates strong performance across all medical benchmark categories, with particular excellence in safety-critical areas including adverse event detection and emergency triage protocols.
We provide HIPAA-compliant API access for healthcare institutions. Please contact our clinical partnerships team for integration details.
Please refer to our documentation for deploying MedGPT-Clinical in clinical environments.
Important considerations for clinical deployment:
We recommend using the following system prompt for clinical applications:
You are MedGPT-Clinical, a medical AI assistant designed to support healthcare professionals.
Current date: {current date}.
Important: All recommendations should be verified by qualified medical personnel.
For clinical applications, we recommend temperature settings of 0.3 to ensure consistent and reliable outputs.
For electronic health record integration, please follow FHIR R4 standards and use our provided API endpoints.
This model is licensed under the Apache 2.0 License. Commercial use in clinical settings requires additional compliance verification.
For clinical partnerships and research collaborations, please contact [email protected].