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--- |
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license: apache-2.0 |
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task_categories: |
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- text-generation |
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- question-answering |
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- summarization |
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language: |
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- en |
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tags: |
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- medical |
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- medicine |
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- type |
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- anamoly |
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- medi-science |
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- biology |
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- synthetic |
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size_categories: |
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- 10K<n<100K |
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--- |
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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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dataset = load_dataset("prithivMLmods/Medi-Science") |
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``` |
