README.md

---
task_categories:
- question-answering
language:
- en
tags:
- medical
pretty_name: Med_data
size_categories:
- 100K<n<1M
---

# Complete Dataset

Access the complete dataset using the link below:

[Download Dataset](https://fp2s.short.gy/dataset)

For more information or assistance, feel free to contact us at **harryjosh242@gmail.com**.

![Medical Dataset Screenshot](./Medical_datasets/Image.png)

short_description: Medical datasets for healthcare model training.
---

# **Medical Datasets**

This Medical dataset is crafted as a versatile resource for enthusiasts of data science, machine learning, and data analysis. It replicates the characteristics of real-world healthcare data, offering users a platform to practice, refine, and showcase their data manipulation and analytical skills within the healthcare domain.

## **Potential Uses**
- Building and testing predictive models specific to healthcare.
- Practicing techniques for data cleaning, transformation, and analysis.
- Designing visualizations to uncover insights into healthcare trends.
- Learning and teaching data science and machine learning concepts in a healthcare setting.

## **Acknowledgments**
- This dataset is entirely synthetic, created with a focus on respecting healthcare data privacy and security. It contains no real patient information and complies with privacy regulations.
- The goal is to support advancements in data science and healthcare analytics while inspiring innovative ideas.

## Directory Structure

├── evaluation-medical-instruction-datasets/
│   ├── evaluation-medical-instruction-dataset.json
│   ├── medmcqa-train-instruction-dataset.json
│   ├── medqa-train-instruction-dataset.json
│   └── pubmedqa-train-instruction-train.json
├── general-medical-instruction-datasets/
│   ├── general-medical-instruction-dataset.json
│   ├── GenMedGPT-5k.json
│   ├── HealthCareMagic-100k.json
│   ├── medical_meadow_wikidoc_medical_flashcards.json
│   ├── medical_meadow_wikidoc_patient_info.json
│   └── medicationqa.json
├── medical-preference-data.json
└── medical-pretraining-datasets/

## **Dataset Contents**

### **Evaluation Medical Instruction Datasets**
Contains datasets used for evaluating medical instruction models:
- `evaluation-medical-instruction-dataset.json`
- `medmcqa-train-instruction-dataset.json`
- `medial-train-instruction-dataset.json`
- `pubmedqa-train-instruction-train.json`

### **General Medical Instruction Datasets**
Contains general medical instruction datasets:
- `general-medical-instruction-dataset.json`
- `GenMedGPT-5k.json`
- `HealthCareMagic-100k.json`
- `medical_meadow_wikidoc_medical_flashcards.json`
- `medical_meadow_wikidoc_patient_info.json`
- `medicationqa.json`

### **Medical Preference Data**
- `medical-preference-data.json`: Contains data related to medical preferences.

### **Medical Pretraining Datasets**
Contains datasets used for pretraining medical models.

## **Usage**
These datasets can be used to train and evaluate models for medical question answering and other related tasks. Each dataset is provided in **JSON** and **TXT** formats and contains various medical instructions, inputs, and outputs.

## Example

Here is an example entry from the `medicationqa.json` dataset:

```json
{
    "instruction": "Your role as a doctor requires you to answer the medical questions taking into account the patient's description.",
    "input": "how fast does the medication take to work amlodipine",
    "output": "After oral administration of therapeutic doses of amlodipine besylate, absorption produces peak plasma concentrations between 6 and 12 hours."
}