AsdKB: A Chinese Knowledge Base for the Early Screening and Diagnosis of Autism Spectrum Disorder

被引:2
|
作者
Wu, Tianxing [1 ,2 ]
Cao, Xudong [1 ]
Zhu, Yipeng [1 ]
Wu, Feiyue [1 ]
Gong, Tianling [1 ]
Wang, Yuxiang [3 ]
Jing, Shenqi [4 ,5 ]
机构
[1] Southeast Univ, Nanjing, Peoples R China
[2] Southeast Univ, Key Lab New Generat Artificial Intelligence Techn, Minist Educ, Nanjing, Peoples R China
[3] Hangzhou Dianzi Univ, Hangzhou, Peoples R China
[4] Nanjing Med Univ, Affiliated Hosp 1, Nanjing, Peoples R China
[5] Nanjing Med Univ, Nanjing, Peoples R China
来源
关键词
Autism Spectrum Disorder; Knowledge Base; Ontology; INDIVIDUALS; INTERVIEW; ONTOLOGY; SUPPORT; SYSTEM;
D O I
10.1007/978-3-031-47243-5_4
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
To easily obtain the knowledge about autism spectrum disorder and help its early screening and diagnosis, we create AsdKB, a Chinese knowledge base on autism spectrum disorder. The knowledge base is built on top of various sources, including 1) the disease knowledge from SNOMED CT and ICD-10 clinical descriptions on mental and behavioural disorders, 2) the diagnostic knowledge from DSM-5 and different screening tools recommended by social organizations and medical institutes, and 3) the expert knowledge on professional physicians and hospitals from the Web. AsdKB contains both ontological and factual knowledge, and is accessible as Linked Data at https://w3id.org/asdkb/. The potential applications of AsdKB are question answering, auxiliary diagnosis, and expert recommendation, and we illustrate them with a prototype which can be accessed at http://asdkb.org.cn/.
引用
收藏
页码:59 / 75
页数:17
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