Ontology-Based Semantic Annotation of French Psychiatric Clinical Documents

被引：0

作者：

Aouina, Ons ^{[1
]}

Hilbey, Jacques ^{[1
]}

Charlet, Jean ^{[1
,2
]}

机构：

[1] Sorbonne Univ, Sorbonne Paris Nord, INSERM, LIMICS, Paris, France

[2] AP HP, Paris, France

来源：

CARING IS SHARING-EXPLOITING THE VALUE IN DATA FOR HEALTH AND INNOVATION-PROCEEDINGS OF MIE 2023 | 2023年 / 302卷

关键词：

Semantic Annotation; GATE; Ontology; Psychiatry; NLP;

D O I：

10.3233/SHTI230268

中图分类号：

TP39 [计算机的应用];

学科分类号：

081203 ; 0835 ;

摘要：

Building a timeline of psychiatric patient profiles can answer many valuable questions, such as how important medical events affect the progression of psychosis in patients. However, the majority of text information extraction and semantic annotation tools, as well as domain ontologies, are only available in English and cannot be easily extended to other languages, due to fundamental linguistic differences. In this paper, we describe a semantic annotation system based on an ontology developed in the PsyCARE framework. Our system is being manually evaluated by two annotators on 50 patient discharge summaries, showing promising results.

引用

页码：793 / 797

页数：5

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