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疾病特征的知识整合：乳腺癌示例Knowledge Integration for Disease Characterization: A Breast Cancer Example |
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| 课程网址: | http://videolectures.net/iswc2018_seneviratne_knowledge_disease/ |
| 主讲教师: | Oshani Seneviratne |
| 开课单位: | 伦斯勒理工学院 |
| 开课时间: | 2018-11-22 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | With the rapid advancements in cancer research, the information that is useful for characterizing disease, staging tumors, and creating treatment and survivorship plans has been changing at a pace that creates challenges when practicing oncologists and physicians try to remain current. One example of this involves increasing usage of biomarkers when characterizing the pathologic prognostic stage of a breast tumor. We present our semantic technology approach to support cancer characterization and demonstrate it in our end-to-end prototype system that collects the newest breast cancer staging criteria from authoritative oncology manuals to construct an ontology for breast cancer. Using a tool we developed that utilizes this ontology, physicians can quickly stage a new patient to support identifying risks, treatment options, and monitoring plans based on authoritative and best practice guidelines. Physicians can also re-stage an existing patient, allowing them to find patients whose stage has changed in a given patient cohort. As new guidelines emerge, using our proposed mechanism, which is grounded by semantic technologies for ingesting new data from staging manuals, we have created an enriched cancer staging ontology that integrates relevant data from several sources with very little human intervention. |
| 关 键 词: | 癌症研究的快速发展; 分期肿瘤以及制定治疗; 执业肿瘤学家; 最佳实践指南 |
| 课程来源: | 视频讲座网 |
| 数据采集: | 2022-12-29：cyh |
| 最后编审: | 2023-05-15：cyh |
| 阅读次数: | 32 |