Datasets:
license: other
license_name: common-crawl
license_link: LICENSE
task_categories:
- text-generation
language:
- en
pretty_name: Clinical Guidelines
size_categories:
- 10K<n<100K
Dataset Card for Clinical Guidelines corpus
The Clinical Guidelines corpus is a new dataset of 46K clinical practice guidelines from various medical sources. This dataset is part of the original training corpus of the Meditron LLM.
We release 35K scraped articles (in both raw and cleaned form) from 8 of 16 clinical guidelines sources allowing redistribution (namely CCO, CDC, CMA, ICRC, NICE, SPOR, WHO & WikiDoc). You can scrape and clean all 16 guideline sources using our web scrapers and pre-processing code in epfLLM/meditron.
| Source | Full Name | Source tag | Total guidelines | Total words | Audience | Released |
|---|---|---|---|---|---|---|
| AAFP | American Academy of Family Physicians | aafp |
50 | 9.4K | Doctor | No |
| CCO | Cancer Care Ontario | cco |
87 | 199K | Doctor | Yes |
| CDC | Center for Disease Control and Prevention | cdc |
621 | 6.7M | Doctor | Yes |
| CMA | Canadian Medical Association | cma |
431 | 1.7M | Doctor | Yes |
| CPS | Canadian Paediatric Society | cps |
54 | 133K | Doctor | No |
| drugs.com | Drugs.com | drugs |
6548 | 4.1M | Both | No |
| GuidelineCentral | GuidelineCentral | gc |
1029 | 1M | Doctor | No |
| ICRC | International Committee of the Red Cross | icrc |
49 | 1.2M | Doctor | Yes |
| IDSA | Infectious Diseases Society of America | idsa |
47 | 646K | Doctor | No |
| MAGIC | Making GRADE The Irresistible Choice | magic |
52 | 415K | Doctor | No |
| MayoClinic | MayoClinic | mayo |
1100 | 2.2M | Patient | No |
| NICE | National Institute for Health and Care Excellence | nice |
1656 | 8.1M | Doctor | Yes |
| RCH | Royal Children's Hospital Melbourne | rch |
384 | 410K | Doctor | No |
| SPOR | Strategy for Patient-Oriented Research | spor |
217 | 1.1M | Doctor | Yes |
| WHO | World Health Organization | who |
223 | 3.1M | Both | Yes |
| WikiDoc | WikiDoc | wikidoc |
33058 | 34M | Both | Yes |
Dataset Details
Dataset Description
- Curated by: EPFL LLM Team
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- Language(s) (NLP): English only
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- Repository: epfLLM/meditron
- Paper [optional]: MediTron-70B: Scaling Medical Pretraining for Large Language Models
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