Research on real-world knowledge mining and knowledge graph completion (I): overview of re-al-world data and knowledge map
The real-world data comes from the real medical environment, which can reflect the med-ical process and the patient's health status under real clinical conditions, and can be used as an important source of evidence and knowledge. As a semantic network, knowledge map can be used to organize, pre...
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| Main Authors: | , , , , , , , , , , |
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| Format: | Article |
| Language: | zho |
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Editorial Office of New Medicine
2023-04-01
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| Series: | Yixue xinzhi zazhi |
| Subjects: | |
| Online Access: | https://yxxz.whuznhmedj.com/futureApi/storage/attach/2304/gLzfU5xU0cu1aOaKTmZxMipmTzEL7sJNJuntCCJ6.pdf |
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| _version_ | 1850104413899718656 |
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| author | Xu-Hui LI Si-Yu YAN Mu-Kun CHEN Hai-Feng ZHU Jie-Jun TAN Kuang GAO Yong-Bo WANG Qiao HUANG Xiang-Ying REN Ying-Hui JIN Xing-Huan WANG |
| author_facet | Xu-Hui LI Si-Yu YAN Mu-Kun CHEN Hai-Feng ZHU Jie-Jun TAN Kuang GAO Yong-Bo WANG Qiao HUANG Xiang-Ying REN Ying-Hui JIN Xing-Huan WANG |
| author_sort | Xu-Hui LI |
| collection | DOAJ |
| description | The real-world data comes from the real medical environment, which can reflect the med-ical process and the patient's health status under real clinical conditions, and can be used as an important source of evidence and knowledge. As a semantic network, knowledge map can be used to organize, pre-sent and reason medical knowledge. The combination of real-world data and knowledge map can better supplement, display and use medical knowledge. At present, using real-world data to build a medical knowledge map or using real-world data to complete the medical knowledge map are the main ways of combining the two applications. When carrying out the application research on the combination of re-al-world data and medical knowledge map, attention should be paid to the issues about the multidiscipli-nary team collaboration, patient privacy protection and data standardization. |
| format | Article |
| id | doaj-art-def8c52c1ae24c299e806d842e360c0d |
| institution | DOAJ |
| issn | 1004-5511 |
| language | zho |
| publishDate | 2023-04-01 |
| publisher | Editorial Office of New Medicine |
| record_format | Article |
| series | Yixue xinzhi zazhi |
| spelling | doaj-art-def8c52c1ae24c299e806d842e360c0d2025-08-20T02:39:20ZzhoEditorial Office of New MedicineYixue xinzhi zazhi1004-55112023-04-0133213013510.12173/j.issn.1004-5511.2023010186388Research on real-world knowledge mining and knowledge graph completion (I): overview of re-al-world data and knowledge mapXu-Hui LISi-Yu YANMu-Kun CHENHai-Feng ZHUJie-Jun TANKuang GAOYong-Bo WANGQiao HUANGXiang-Ying RENYing-Hui JINXing-Huan WANGThe real-world data comes from the real medical environment, which can reflect the med-ical process and the patient's health status under real clinical conditions, and can be used as an important source of evidence and knowledge. As a semantic network, knowledge map can be used to organize, pre-sent and reason medical knowledge. The combination of real-world data and knowledge map can better supplement, display and use medical knowledge. At present, using real-world data to build a medical knowledge map or using real-world data to complete the medical knowledge map are the main ways of combining the two applications. When carrying out the application research on the combination of re-al-world data and medical knowledge map, attention should be paid to the issues about the multidiscipli-nary team collaboration, patient privacy protection and data standardization.https://yxxz.whuznhmedj.com/futureApi/storage/attach/2304/gLzfU5xU0cu1aOaKTmZxMipmTzEL7sJNJuntCCJ6.pdfreal-world dataknowledge mapelectronic medical record |
| spellingShingle | Xu-Hui LI Si-Yu YAN Mu-Kun CHEN Hai-Feng ZHU Jie-Jun TAN Kuang GAO Yong-Bo WANG Qiao HUANG Xiang-Ying REN Ying-Hui JIN Xing-Huan WANG Research on real-world knowledge mining and knowledge graph completion (I): overview of re-al-world data and knowledge map Yixue xinzhi zazhi real-world data knowledge map electronic medical record |
| title | Research on real-world knowledge mining and knowledge graph completion (I): overview of re-al-world data and knowledge map |
| title_full | Research on real-world knowledge mining and knowledge graph completion (I): overview of re-al-world data and knowledge map |
| title_fullStr | Research on real-world knowledge mining and knowledge graph completion (I): overview of re-al-world data and knowledge map |
| title_full_unstemmed | Research on real-world knowledge mining and knowledge graph completion (I): overview of re-al-world data and knowledge map |
| title_short | Research on real-world knowledge mining and knowledge graph completion (I): overview of re-al-world data and knowledge map |
| title_sort | research on real world knowledge mining and knowledge graph completion i overview of re al world data and knowledge map |
| topic | real-world data knowledge map electronic medical record |
| url | https://yxxz.whuznhmedj.com/futureApi/storage/attach/2304/gLzfU5xU0cu1aOaKTmZxMipmTzEL7sJNJuntCCJ6.pdf |
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