知识图谱项目：基于概念的医学院课程数据库的开发。
The KnowledgeMap project: development of a concept-based medical school curriculum database.
作者信息
Denny Joshua C, Irani Plomarz R, Wehbe Firas H, Smithers Jeffrey D, Spickard Anderson
机构信息
Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, USA.
出版信息
AMIA Annu Symp Proc. 2003;2003:195-9.
Abstract
We developed the KnowledgeMap (KM) system as an online, concept-based database of medical school curriculum documents. It uses the KM concept indexer to map full-text documents and match search queries to concepts in the Unified Medical Language System (UMLS). In this paper, we describe the design of KM and report the first seven months of its implementation into a medical school. Despite being emphasized in only two first year courses and one fourth year course, students from all four classes used KM to search and browse documents. All faculty members involved with courses piloting KM used the system to upload and manage lecture documents. Currently, we are working with eight course directors to transition their courses to KM for next year.
摘要
我们开发了知识图谱（KM）系统，作为一个基于概念的在线医学院课程文档数据库。它使用KM概念索引器对全文文档进行映射，并将搜索查询与统一医学语言系统（UMLS）中的概念进行匹配。在本文中，我们描述了KM的设计，并报告了其在一所医学院实施的前七个月情况。尽管KM仅在两门一年级课程和一门四年级课程中得到强调，但四个班级的学生都使用KM来搜索和浏览文档。所有参与KM试点课程的教师都使用该系统上传和管理讲座文档。目前，我们正在与八位课程主任合作，以便将他们的课程在明年过渡到KM系统。
相似文献
1
The KnowledgeMap project: development of a concept-based medical school curriculum database.知识图谱项目：基于概念的医学院课程数据库的开发。
AMIA Annu Symp Proc. 2003;2003:195-9.
2
How students and faculty interact with a searchable online database of the medical curriculum.学生和教师如何与医学课程的可搜索在线数据库进行交互。
AMIA Annu Symp Proc. 2005;2005:794-8.
3
"Understanding" medical school curriculum content using KnowledgeMap.使用知识图谱“理解”医学院课程内容。
J Am Med Inform Assoc. 2003 Jul-Aug;10(4):351-62. doi: 10.1197/jamia.M1176. Epub 2003 Mar 28.
4
Using POSTDOC to recognize biomedical concepts in medical school curricular documents.使用POSTDOC识别医学院课程文档中的生物医学概念。
Bull Med Libr Assoc. 1994 Jul;82(3):283-7.
5
Formative evaluation to guide early deployment of an online content management tool for medical curriculum.形成性评估，以指导医学课程在线内容管理工具的早期部署。
AMIA Annu Symp Proc. 2003;2003:1049.
6
Analysis of medical student content searches that resulted in unidentified UMLS concepts.对导致出现未识别的统一医学语言系统（UMLS）概念的医学生内容搜索进行分析。
AMIA Annu Symp Proc. 2006;2006:1079.
7
Automated semantic indexing of figure captions to improve radiology image retrieval.图注的自动语义索引以改善放射学图像检索
J Am Med Inform Assoc. 2009 May-Jun;16(3):380-6. doi: 10.1197/jamia.M2945. Epub 2009 Mar 4.
8
Use of general-purpose negation detection to augment concept indexing of medical documents: a quantitative study using the UMLS.使用通用否定检测增强医学文档的概念索引：一项使用统一医学语言系统的定量研究
J Am Med Inform Assoc. 2001 Nov-Dec;8(6):598-609. doi: 10.1136/jamia.2001.0080598.
9
UMLS-based access to CPR data.基于统一医学语言系统（UMLS）获取心肺复苏（CPR）数据。
Stud Health Technol Inform. 1998;52 Pt 1:166-70.
10
UMLS knowledge for biomedical language processing.用于生物医学语言处理的统一医学语言系统知识。
Bull Med Libr Assoc. 1993 Apr;81(2):184-94.
引用本文的文献
1
Large Language Models Struggle in Token-Level Clinical Named Entity Recognition.大型语言模型在词元级临床命名实体识别方面存在困难。
AMIA Annu Symp Proc. 2025 May 22;2024:748-757. eCollection 2024.
2
Improving Phenotyping of Patients With Immune-Mediated Inflammatory Diseases Through Automated Processing of Discharge Summaries: Multicenter Cohort Study.通过出院小结自动处理改善免疫介导性炎症疾病患者的表型分析：多中心队列研究
JMIR Med Inform. 2025 Apr 9;13:e68704. doi: 10.2196/68704.
3
Detection of Patient-Level Immunotherapy-Related Adverse Events (irAEs) from Clinical Narratives of Electronic Health Records: A High-Sensitivity Artificial Intelligence Model.从电子健康记录的临床叙述中检测患者层面的免疫治疗相关不良事件（irAEs）：一种高灵敏度人工智能模型。
Pragmat Obs Res. 2024 Dec 20;15:243-252. doi: 10.2147/POR.S468253. eCollection 2024.
4
Combining unsupervised, supervised and rule-based learning: the case of detecting patient allergies in electronic health records.结合无监督、监督和基于规则的学习：以电子健康记录中检测患者过敏为例。
BMC Med Inform Decis Mak. 2023 Sep 18;23(1):188. doi: 10.1186/s12911-023-02271-8.
5
Clinical concept recognition: Evaluation of existing systems on EHRs.临床概念识别：对电子健康记录现有系统的评估。
Front Artif Intell. 2023 Jan 13;5:1051724. doi: 10.3389/frai.2022.1051724. eCollection 2022.
6
Recommended practices and ethical considerations for natural language processing-assisted observational research: A scoping review.自然语言处理辅助观察性研究的推荐实践和伦理考虑：范围综述。
Clin Transl Sci. 2023 Mar;16(3):398-411. doi: 10.1111/cts.13463. Epub 2022 Dec 26.
7
A practical approach to identifying autistic adults within the electronic health record.一种在电子健康记录中识别成年自闭症患者的实用方法。
Autism Res. 2023 Jan;16(1):52-65. doi: 10.1002/aur.2849. Epub 2022 Nov 15.
8
Medication history-wide association studies for pharmacovigilance of pregnant patients.针对孕妇药物警戒的用药史全基因组关联研究。
Commun Med (Lond). 2022 Sep 16;2:115. doi: 10.1038/s43856-022-00181-w. eCollection 2022.
9
How can natural language processing help model informed drug development?: a review.自然语言处理如何助力模型指导下的药物研发？综述
JAMIA Open. 2022 Jun 11;5(2):ooac043. doi: 10.1093/jamiaopen/ooac043. eCollection 2022 Jul.
10
Clinical named-entity recognition: A short comparison.临床命名实体识别：简要比较
Proceedings (IEEE Int Conf Bioinformatics Biomed). 2019 Nov;2019:1548-1550. doi: 10.1109/bibm47256.2019.8983406. Epub 2020 Feb 6.
本文引用的文献
1
"Understanding" medical school curriculum content using KnowledgeMap.使用知识图谱“理解”医学院课程内容。
J Am Med Inform Assoc. 2003 Jul-Aug;10(4):351-62. doi: 10.1197/jamia.M1176. Epub 2003 Mar 28.
2
Tufts Health Sciences Database: lessons, issues, and opportunities.塔夫茨健康科学数据库：经验、问题与机遇
Acad Med. 2003 Mar;78(3):254-64. doi: 10.1097/00001888-200303000-00003.
3
4
Communication and information technology in medical education.医学教育中的通信与信息技术
Lancet. 2001 Mar 10;357(9258):792-6. doi: 10.1016/S0140-6736(00)04173-8.
5
CurrMIT: you've gotta use this thing!
Acad Med. 2000 Apr;75(4):319.
6
Learning objectives for medical student education--guidelines for medical schools: report I of the Medical School Objectives Project.医学生教育学习目标——医学院校指南：医学院校目标项目报告I
Acad Med. 1999 Jan;74(1):13-8. doi: 10.1097/00001888-199901000-00010.
7
A comprehensive strategy for designing a Web-based medical curriculum.一种基于网络的医学课程设计综合策略。
Proc AMIA Annu Fall Symp. 1996:41-5.
8
Information management of a medical school educational program: a state-of-the-art application.医学院校教育项目的信息管理：一项最新应用。
J Am Med Inform Assoc. 1996 Mar-Apr;3(2):103-11. doi: 10.1136/jamia.1996.96236278.
9
McGill makes Canada's first attempt to put medical curriculum in computerized format.麦吉尔大学首次尝试将医学课程以计算机化形式呈现。
CMAJ. 1996 Jun 1;154(11):1731-2.
10
Using the UMLS to represent medical curriculum content.使用统一医学语言系统来表示医学课程内容。
Proc Annu Symp Comput Appl Med Care. 1993:762-5.
Zotero 插件