时间：2024-03-15 09:00
举办地点：电子信息学院楼503
内容：
讲座题目:面向医疗数据的聚类分析
This presentation, led by a distinguished data mining professor, explores the transformative influence of cluster analysis on medical data analysis. Focusing on electronic health records, imaging studies, and genomic information, the talk highlights the nuances of medical data and the necessity for tailored analytical approaches. Emphasizing the principles of cluster analysis, the professor showcases its capacity to uncover hidden structures and groupings within complex
medical datasets.Through real-world examples, the presentation illustrates how cluster analysis enhances patient stratification, disease subtyping, and treatment prediction. Ethical considerations in handling sensitive medical data are also discussed. Attendees will gain valuable insights into the pivotal role of cluster analysis in personalizing healthcare interventions and optimizing outcomes, ultimately shaping the future of precision medicine.
主办单位：
科技处
主讲人：
东芬兰大学机器学习实验室负责人 Pasi Franti 教授, 东芬兰大学终身教授。 发表了 112 篇国际期刊论文，179 篇国际会议论文及 63 篇科技论文，指导 31 名博士毕业，多个国际期刊的编委和国际会议的主席，比如《AIMS Applied Computing and Intelligence》、《Pattern Recognition Letters》，IEEE 高级会员。主持和参与多项国家、国际科研项目，包括 IMPRO 和 MOPSI 项目。
