International Summer School 2025
Nonstationary time series analysis for biomedical artificial intelligence
A video introduction to this summer school is available in https://youtu.be/PbpAjPDp8ss
Advances in technology have led to increasingly complex and versatile nonstationary time series datasets, particularly in the realm of medical innovation. As artificial intelligence (AI) continues to spark discussions about its potential impact on the workforce, it remains critical to grasp how AI is developed, operated, and interpreted from a scientific perspective.
This 3-week summer program is dedicated to the “science” behind “data science” for biomedical research, ranging from basic science to clinical medicine. The program focuses on cutting-edge techniques for nonstationary time series analysis, including time-frequency analysis, unsupervised learning for highdimensional data, and advanced statistical tools. Emphasizing hands-on experience, the curriculum equips participants to tackle real-world biomedical challenges.
The summer school fosters a vibrant environment where leading researchers in signal processing, nonstationary time series analysis, manifold learning, and related fields share their insights on foundational and emerging methodologies. Designed for PhD students and researchers across various disciplines, it offers a unique opportunity to engage with experts and network with peers, all while honing skills in quantitative data science.
Sponsored by Academia Sinica, the program will be held in Taipei, Taiwan, from June 25 to July 16, 2025.
LIST OF INSTRUCTORS
The speakers represent both academia and clinical practice, from Taiwan, the United States and Europe, and cover a broad range of research areas, including signal processing, time series analysis to manifold learning.
- Marcelo A. Colominas, CONICET, Biomedical Engineering
- Gilad Lerman, Minnesota University, Mathematics
- Yi-Wen Liu, National Tsing-Hua University, Electrical Engineering
- Danilo Pani, University of Cagliari, Biomedical Engineering
- Stefan Steinerberger, University of Washington, Mathematics
- Ronen Talmon, Technion, Electrical Engineering
- Hau-Tieng Wu, New York University, Mathematics
- Zhou Zhou, University of Toronto, Statistics
Physicians:
- Kun-Ta Chou, Taipei Veterans General Hospital, Chest Medicine
- Yu-Ting Lin , Taipei Veterans General Hospital, Anesthesiology
- Wei-Chung Tsai, Kaohsiung Medical University, Cardiology
- Shen-Chih Wang, Taipei Veterans General Hospital, Anesthesiology
TARGETING STUDENTS
Advanced senior & PhD level students from disciplines that have interest in quantitative analysis tools. Students from applied mathematics, statistics, EE, computer science, basic science, and medicine with proper background and basic coding knowledge are all welcome.
DEADLINES
- Application deadline: Mar. 9, 2025
- Notification of acceptance: Mar. 31, 2025
- Registration deadline for accepted participants: Apr. 15, 2025
- Basic online training: Apr. 15-May 15, 2025
- Application website: via MATHJOBS https://www.mathjobs.org/jobs/list/26133
VENUE
This summer school will be hosted in Taipei, the vibrant capital of Taiwan, with lectures given in the Astromathematics building.
Taiwan, historically known as Formosa, offers international students a unique blend of democracy1, safety2, and freedom3. As one of Asia’s most open and progressive societies, Taiwan fosters an inclusive environment where people can freely express themselves and thrive. Known for its recent technological advancements, particularly in semiconductors and AI, Taipei is a hub for innovation and opportunity. The dynamic food scene, from local street delicacies to international cuisines, reflects a rich cultural fusion of Japanese, Chinese, and indigenous influences. With its commitment to democracy and cutting-edge technology, Taiwan is not only a safe place to study but also an exciting gateway to the future. Moreover, Taiwan is celebrated for its rich biodiversity and breathtaking natural landscapes. From the towering mountains to scenic coastlines, students can immerse themselves in nature, hiking, cycling, or simply enjoying the great outdoors during weekends.
1 World Population Review – Democracy Index by Country 2024
2 World Population Review – Safest Countries in the World 2024
3 Freedom House – Countries and Territories
MORE INFORMATION
Email: hautiengw@gmail.com
CONTACT
For administrative supports, please contact
Email: conference@gmail.math.sinica.edu.tw
*Notice: Please include [Summer School 2025] in the subject line of your email, thank you!
Job Features
| Job Category | Internship and training |