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  title: README
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- # Doctolib Lab 🩺
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- Welcome to **Doctolib Lab** β€” the open research and experimentation space of [Doctolib](https://www.doctolib.com), Europe's leading healthcare platform.
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- We build technology that helps caregivers spend less time on admin and more time with their patients. This Hugging Face organization hosts the open artifacts β€” models, datasets, demos, and tools β€” that come out of our applied research, with a focus on **healthcare AI**, **clinical NLP**, and **safe, privacy-preserving ML**.
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- ## What we work on
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- - 🧠 **Clinical NLP** β€” medical entity recognition, fact extraction, summarization of medical conversations and documents.
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- - 🩻 **Healthcare-grade evaluation** β€” benchmarks, rubrics, and tooling to evaluate LLMs on medical tasks with the rigor healthcare requires.
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- - πŸ”’ **Privacy & safety** β€” de-identification, PII/PHI handling, and approaches that respect GDPR, HDS, and patient trust.
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- - 🌍 **Multilingual healthcare** β€” French, German, Italian, Dutch, and beyond, reflecting the markets we serve.
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- - πŸ§ͺ **Open experiments** β€” small, focused artifacts shared to support the research community.
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- ## About Doctolib
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- Doctolib serves more than 90 million patients and over 400,000 healthcare professionals across Europe. Our mission is to **improve the daily lives of caregivers and the health of patients**. The Lab is where our AI, data, and research teams share work that we believe is useful beyond our walls.
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  ## Get in touch
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- - 🌐 Website: [doctolib.com](https://www.doctolib.com)
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- - πŸ’Ό Careers: [careers.doctolib.com](https://careers.doctolib.com)
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- - πŸ§‘β€πŸ’» Engineering blog: [medium.com/doctolib](https://medium.com/doctolib)
 
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- > Built with care by the teams at Doctolib. ❀️
 
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+ short_description: Open AI research and artifacts from Doctolib
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+ # Doctolib Lab
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+ Welcome to the Hugging Face organization for **Doctolib**.
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+ Doctolib serves more than 90 million patients and over 400,000 healthcare professionals across Europe. Our mission is to **improve the daily lives of caregivers and the health of patients**.
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+ This space is where our AI and research teams share open artifacts β€” models, datasets, and demos β€” from our work on healthcare AI. Expect work on clinical NLP, evaluation of LLMs for medical tasks, de-identification, and multilingual healthcare (FR, DE, IT, NL).
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+ ## Coming soon
 
 
 
 
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+ - **DoctoBERT** β€” a healthcare-domain language model trained for clinical text in the European languages we serve.
 
 
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  ## Get in touch
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+ - Website: [doctolib.com](https://www.doctolib.com)
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+ - Careers: [careers.doctolib.com](https://careers.doctolib.com)
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+ - GitHub: https://github.com/doctolib-lab
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+ - Engineering blog: [medium.com/doctolib](https://medium.com/doctolib)
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+ > Built with care by the teams at Doctolib. ❀️