Datasets:
Tasks:
Text Generation
Modalities:
Text
Formats:
json
Languages:
English
Size:
10K - 100K
ArXiv:
License:
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# Clinical Guidelines corpus
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The Clinical Guidelines corpus is a new dataset of
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You can scrape and clean all 16 guideline sources using our web scrapers and pre-processing code in [epfLLM/meditron](https://github.com/epfLLM/meditron).
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Clinical practice guidelines are rigorously researched frameworks designed to guide healthcare practitioners and patients in making evidence-based decisions regarding diagnosis, treatment, and management.
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They are compiled through a systematic process of collaborative consensus between experts to establish recommendations from the latest evidence on best practices that would maximize benefit in light of practical concerns such as available resources and context. As a super-synthesis of meta-analyses, they sit atop the `evidence pyramid' and form the basis of actionable evidence-based practice.
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CPGs are produced at various geographic and organizational granularities, ranging from global to hospital-level initiatives directed by international professional medical associations to informal consortia, regional or national governmental bodies to individual NGOs and hospitals.
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Our Clinical Guidelines corpus comprises
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### Source Data
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# Clinical Guidelines corpus
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The Clinical Guidelines corpus is a new dataset of 46,649 clinical practice guidelines from 16 high-quality online medical sources. This dataset serves as a crucial component of the original training corpus of the [Meditron](https://huggingface.co/epfl-llm/meditron-70b) Large Language Model (LLM). We publicly release a subset of 35,733 articles from our Guidelines corpus, extracted from 8 of 16 sources that allow content redistribution, namely CCO, CDC, CMA, ICRC, NICE, SPOR, WHO and WikiDoc.
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You can scrape and clean all 16 guideline sources using our web scrapers and pre-processing code in [epfLLM/meditron](https://github.com/epfLLM/meditron).
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Clinical practice guidelines are rigorously researched frameworks designed to guide healthcare practitioners and patients in making evidence-based decisions regarding diagnosis, treatment, and management.
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They are compiled through a systematic process of collaborative consensus between experts to establish recommendations from the latest evidence on best practices that would maximize benefit in light of practical concerns such as available resources and context. As a super-synthesis of meta-analyses, they sit atop the `evidence pyramid' and form the basis of actionable evidence-based practice.
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CPGs are produced at various geographic and organizational granularities, ranging from global to hospital-level initiatives directed by international professional medical associations to informal consortia, regional or national governmental bodies to individual NGOs and hospitals.
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Our Clinical Guidelines corpus comprises 46,469 guideline articles from 16 globally recognized sources for clinician and patient-directed guidance across high and low-resource settings, multiple medical domains (internal medicine, pediatrics, oncology, infectious disease, etc.), and various geographic granularities.
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### Source Data
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