tuc111/MedRGen-neurological-EM-free-08012025

MedRGen: Neurological - Emergency Medicine - Free - 08/01/2025

Introduction

This dataset was created using ChatGPT models in a python system that I am calling the Medical Reasining Generator (MedRGen). As part of a citizen science effort, I am going to make this and a few other datasets generated by this version of the system free for download on huggingface.com and kaggle.com.

The Dataset

This system using the 4.1-mini model for case, dialog, and reasoning generation while o3-mini was used to evaluate the medical logic produced. Each case is randomly generated, with realistic scenarios. The result is a back and for conversation between a medical provider and a patient with AI validated logical reasoning.
This dataset has a emergency theme through a specialty lense of internal medicine.
The purpose of this dataset is to support the training and fine-tuning of medical reasoning models.

Community Note

I am relatively new to making synthetic datasets. If you have financial experience, I would like to hear your feedback on the datasets. I can be contacted at [email protected].

For More

Visit my website: Grandmas's Boy Labs
This site shows my portfolio, contact information, and has premium datasets for download.

Disclaimer

I do not have a medical degree, nor do I have an professional practice with applying logic in a medical setting. If you decided to use this dataset in model training or fine-tuning, make sure that you thoroughly evaluate the model before using it in a production setting.

Citation

If you use this dataset in your research, please cite:

@dataset{MedRGen-neurological-EM-free-08012025,
  title={Grandma's Boy Labs: MedRGen - Neurological Emergency Medicine Free - 08/01/2025},
  author={Emmitt J Tucker},
  year={2025},
  publisher={Hugging Face Datasets},
  url={https://huggingface.co/datasets/tuc111/MedRGen-neurological-EM-free-08012025}
}