Session Details

[SS21]Transformation and Integration of Data and Modeling in Medicine

Tue. Jul 8, 2025 4:50 PM - 6:30 PM JST
Tue. Jul 8, 2025 7:50 AM - 9:30 AM UTC
Room 04
Chair:Naoki Honda(Nagoya University, Japan), Yangin Kim(Kunkuk University, Korea), Sungrim Seirin-Lee(Kyoto University, Japan)
Another new wave is approaching mathematical biology: its full-scale entry into the field of medicine. The era has truly arrived where mathematical research, which was previously confined to theoretical studies, is now actively collaborating with medical doctors and researchers in the field. Medicine is broadly divided into basic medicine and clinical medicine. Basic medicine can be viewed as fundamental biology, aiming to unravel the core principles of life in order to save human lives. If basic medicine focuses on the future, striving to be useful ‘someday,’ clinical medicine focuses on the present, aiming to treat patients ‘now.’ To tackle these different but closely related fields of medicine, mathematical approaches must also adopt different perspectives. In this initiative, we share cutting-edge research at the forefront of mathematical medicine, bringing transformation through new approaches that integrate data and mathematical modeling.

[SS21-05]Modeling Resistance Evolution in HIV under Long-Acting PrEP: A Darwinian Approach

*Yeona Kang1, Yanping Ma2, Katharine Gurski (1. Howard University (United States of America), 2. Loyola Marymount University (United States of America))

[SS21-06]Inferring Cell Differentiation Dynamics from Time-Series scRNA-seq Data Using scEGOT

*Toshiaki Yachimura1 (1. Tohoku University (Japan))

[SS21-07]High-order optimization method for multi-modal data integration

*Hao Jiang1, Wai-Ki Ching2, Dong Shen1 (1. Renmin University of China (China), 2. The University of Hong Kong (Hong Kong))

[SS21-08]Deciphering inter-organ interactions from multi-organ single cell RNA-seq data using optimal transport

Yunosuke Kataoka2, Yuichiro Yada1, *Honda Naoki1,2 (1. Nagoya University (Japan), 2. Hiroshima University (Japan))