Datasets:
license: cc-by-4.0
task_categories:
- text-classification
- text-generation
- text2text-generation
language:
- en
tags:
- chemistry
- biology
- medical
size_categories:
- 10B<n<100B
dataset_info:
features:
- name: text
dtype: string
splits:
- name: train
num_bytes: 146867911160
num_examples: 10848856
download_size: 3009752051
dataset_size: 146867911160
README
Healix-Shot: Largest Medical Corpora by Health 360
Healix-Shot, proudly presented by Health 360, stands as an emblematic milestone in the realm of medical datasets. Hosted on the HuggingFace repository, it heralds the infusion of cutting-edge AI in the healthcare domain. With an astounding 22 billion tokens, Healix-Shot provides a comprehensive, high-quality corpus of medical text, laying the foundation for unparalleled medical NLP applications.
Importance:
Healix-Shot isn't merely a dataset; it's a revolution in how we approach medical text:
- Comprehensive Knowledge: With data spanning academic papers, medical encyclopedias, and more, it covers a broad spectrum of medical topics.
- Quality Assured: Leveraging techniques like the one in "Textbooks is All You Need," along with internal processes, ensures that the data stands up to rigorous quality checks.
- Open-source Nature: By providing this vast repository to the public, Health 360 encourages communal contribution, fostering innovation and advancements in medical NLP.
Dataset Composition:
| Resource | Tokens (Billions) | Description |
|---|---|---|
| Filtered peS2o | 19.2 | High-quality medical papers |
| Various Sources | 2.8 | Medical Wikipedia, textbooks, medical news, etc. |
| Total | 22.0 |
Methods:
- Textbooks is All You Need: One of our primary extraction and cleaning methods. This approach emphasized the vast knowledge encapsulated within textbooks, making them invaluable.
- Internal Processing: Health 360 has employed proprietary processes to ensure data purity and relevance, further cleaning and refining the data.
Usage:
Healix-Shot is primed for various NLP tasks, such as:
- Medical information retrieval
- Automatic summarization of medical articles
- Medical question answering
- Drug interaction prediction
- And many more...
Acknowledgments:
We are grateful for the global medical community's incessant efforts, from whom much of this data originates. Their dedication to spreading knowledge empowers projects like Healix-Shot.
Licensing:
This dataset is open-source, adhering to the Creative Commons Attribution 4.0 International (CC BY 4.0). Kindly refer to the license document for detailed rights and restrictions.
Note: Embedding the dataset into your projects? Do cite Health 360's Healix-Shot from HuggingFace!
By merging quality and quantity, Healix-Shot stands at the precipice of a new era in medical NLP. With the support and collaboration of the global community, the potential applications are limitless. Dive in, explore, and let's shape the future of medical informatics together.