From Texts to Structured Documents: The Case of Health Practice Guidelines
Université Paris 13(巴黎第十三大学);CNRS(法国国家科学研究中心)
Amanda Bouffier
发表信息:
Dans International Semantic Web Conference Proceedings - International Semantic Web Conference-Doctoral Consortium, Busan : Corée, République de (2007)
This paper describes a system capable of semi-automatically filling an XML template from free texts in the clinical domain (practice guidelines). The XML template includes semantic information not explicitly encoded in the text (pairs of conditions and actions/recommendations). Therefore, there is a need to compute the exact scope of conditions over text sequences expressing the required actions. We present in this paper the rules developed for this task. We show that the system yields good performance when applied to the analysis of French practice guidelines.
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A Decade-Scale Benchmark Evaluating LLMs' Clinical Practice Guidelines Detection and Adherence in Multi-turn Conversations
Microsoft Research Asia(微软亚洲研究院);Hong Kong University of Science and Technology(香港科技大学);Peking University(北京大学);Hong Kong University of Science and Technology (Guangzhou)(香港科技大学(广州))
Deep Reinforcement Learning for Personalized Diagnostic Decision Pathways Using Electronic Health Records: A Comparative Study on Anemia and Systemic Lupus Erythematosus
Inria Paris(法国国家信息与自动化研究所巴黎中心);Centre de Recherche des Cordeliers(科德利埃研究所);Inserm(法国国家健康与医学研究院);Université Paris Cité(巴黎西岱大学);Sorbonne Université(索邦大学);Hôpital Necker(内克尔医院);Assistance Publique - Hôpitaux de Paris(巴黎公共医疗援助医院)