Datasets:
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README.md
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# **Medi-Science Dataset**
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This dataset, created by prithivMLmods, focuses on medical science, specifically addressing questions related to Glaucoma. It is designed for tasks such as text generation, question answering, and summarization in the medical domain.
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- Text Generation
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- Question Answering
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- Summarization
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- English
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### Example
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- **Question**: What is Glaucoma?
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- **Answer**: Glaucoma is a group of diseases that can damage the eye's optic nerve and result in vision loss and...
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- **Answer**: Symptoms of Glaucoma Glaucoma can develop in one or both eyes. The most common type of glaucoma, open-...
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## Usage
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```python
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from datasets import load_dataset
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# Medi-Science Dataset
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The **Medi-Science** dataset is a comprehensive collection of medical Q&A data designed for text generation, question answering, and summarization tasks in the healthcare domain.
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## Dataset Overview
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- **Name**: Medi-Science
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- **License**: Apache-2.0
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- **Languages**: English
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- **Tags**: Medical, Medicine, Anomaly, Biology, Medi-Science
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- **Number of Rows**: 16,412
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- **Dataset Size**:
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- Downloaded: 22.7 MB
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- Auto-converted Parquet: 8.94 MB
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## Dataset Structure
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The dataset contains the following columns:
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| Column | Type | Description |
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|--------------|--------|-----------------------------------------------------------------------------------------------|
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| `problem` | String | The medical-related question or problem statement. |
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| `explanation`| String | A detailed explanation or answer to the problem/question. |
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| `type` | String | The category or type of medical issue (e.g., Glaucoma). |
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### Example Rows
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| Problem | Explanation | Type |
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|-------------------------------------|------------------------------------------------------------------------------------------------------------------------|-----------|
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| What is (are) Glaucoma? | Glaucoma is a group of diseases that can damage the eye's optic nerve and result in vision loss and blindness. | Glaucoma |
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| What causes Glaucoma? | Nearly 2.7 million people have glaucoma, a leading cause of blindness in the United States. | Glaucoma |
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| What are the symptoms of Glaucoma? | Symptoms of glaucoma can develop in one or both eyes. The most common type of glaucoma is open-angle glaucoma. | Glaucoma |
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| What are the treatments for Glaucoma?| Although open-angle glaucoma cannot be cured, it can usually be controlled. | Glaucoma |
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## Applications
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This dataset is ideal for tasks such as:
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- Training models for medical question answering.
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- Developing summarization models for medical explanations.
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- Building intelligent systems for healthcare support.
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## Usage
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To use this dataset, you can load it directly with the Hugging Face Datasets library:
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```python
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from datasets import load_dataset
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