1st Symposium
The 1st Symposium on Frontiers of Data Science and Life Science Research was held at Sanjo Conference Hall, The University of Tokyo, on October 21 (Mon) – 22 (Tue), 2024. Leading researchers in mathematical sciences, information science, and life sciences presented their latest research findings.
Meeting Report & Photos
The meeting report and photos will be published when ready.
Venue
Sanjo Conference Hall, The University of Tokyo
7-3-1 Hongo, Bunkyo-ku, Tokyo 113-0033, Japan
Program
October 21 (Monday)
| Time | Speakers | Talk title | |
|---|---|---|---|
| Session 1: Data Science Using Optimal Transport Theory (Chair: Yasuaki Hiraoka / Kyoto University) | |||
| 10:05 - 10:35 | Toshiaki Yachimura Center for Co-Creation of Mathematical Sciences and Society, Tohoku University |
Optimal Transport Theory and Single-Cell Data Analysis | |
| 10:35 - 11:05 | Yuya Tokuda Institute for the Advanced Study of Human Biology (ASHBi), Kyoto University |
Elucidating Interspecies Differences through Gene Expression Data Analysis Using Optimal Transport Theory | |
| 11:10 - 11:40 | Naoki Honda Graduate School of Integrated Sciences for Life, Hiroshima University |
Inferring Inter-Organ Interactions Based on Optimal Transport | |
| Session 2: Data Science Using Topological Data Analysis (Chair: Takashi Sakajo / Kyoto University) | |||
| 13:00 - 13:25 | Kilian Meehan Institute for the Advanced Study of Human Biology (ASHBi), Kyoto University |
Topologically Learned Embeddings and Chromosome Structural Analysis | |
| 13:25 - 13:50 | Ippei Obayashi Center for Artificial Intelligence and Mathematical Data Science, Okayama University |
Data Analysis with Persistent Homology: Theory, Software, and Applications to Materials Science Data | |
| 14:00 - 14:25 | Tomonori Uda Faculty of Science, University of Toyama |
Applications of Streamline Topology Analysis to Meteorology and Oceanography | |
| 14:25 - 14:50 | Shizuo Kaji Institute of Mathematics for Industry, Kyushu University |
Medical Image Analysis Using Persistent Homology | |
| Session 3: Data Science Using Mathematical Models (Chair: Shingo Iwami / Nagoya University) | |||
| 15:15 - 15:40 | Raiki Yoshimura Graduate School of Science, Nagoya University |
Analysis of Disease Dynamics and Prognosis Prediction in Acute Liver Injury | |
| 15:40 - 16:05 | Shuto Hayashi Medical Research Institute, Tokyo Medical and Dental University |
Next-Generation Protein Design through Collaboration between Generative AI and Robotics | |
| 16:05 - 16:30 | Hikaru Sugimoto Graduate School of Medicine, The University of Tokyo |
Exploring the Laws Governing Blood Glucose | |
| Session 4: Clinical Research Using Data Science I (Chair: Katsuhito Fujiu / The University of Tokyo) | |||
| 16:45 - 17:10 | Takehiro Kimura School of Medicine, Keio University |
Research on Arrhythmia Detection Using Apple Watch | |
| 17:10 - 17:35 | Kazuo Sakamoto Kyushu University Hospital |
AI Development for Invasive Arrhythmia Treatment | |
| 17:35 - 18:00 | Nobuyuki Kagiyama Graduate School of Medicine, Juntendo University |
Research on AI in Echocardiography and Its Impact in Clinical Practice | |
| 18:00 - 18:25 | Akihiro Nomura Faculty of Transdisciplinary Sciences, Kanazawa University |
Clinical Research Using Digital Biomarkers | |
| 18:30 - 21:00 | Banquet (Sanjo Conference Hall, The University of Tokyo) | ||
October 22 (Tuesday)
| Time | Speakers | Talk title |
|---|---|---|
| Session 5: Data Science Using Machine Learning (Chair: Katsuhito Fujiu / The University of Tokyo) | ||
| 09:10 - 09:35 | Daiki Tatematsu Graduate School of Science, Nagoya University |
Data Analysis Incorporating Energy Landscape Analysis (ELA) |
| 09:35 - 10:00 | Koichiro Majima School of Medicine, Nagoya University |
Inferring Gene Expression Transitions from Single-Cell Barcode Data |
| 10:00 - 10:25 | Tetsuro Ishikawa School of Medicine, Keio University; RIKEN; Graduate School of Arts and Sciences, The University of Tokyo |
Understanding the Diversity of Health and Disease States through Visualization |
Banquet
A banquet was held following the talks on the first day.
Date and time
October 21 (Mon), 2024, 18:30–21:00
Venue
Sanjo Conference Hall, The University of Tokyo
Contact
For questions or inquiries about the 1st Symposium, please contact:
Co-organizers
Aihara Moonshot Project: “Comprehensive Mathematical Understanding of the Complex Control System between Organs and Challenge for Ultra-Early Precision Medicine”
Grant-in-Aid for Transformative Research Areas (A): “Creation of Data Descriptive Science and Its Interdisciplinary Applications” (Area Representative: Yasuaki Hiraoka)
JST-Mirai Program, Common Platform Technology: “Development of a Mathematical Foundation for Four-Dimensional Topological Data Analysis to Create Future Medicine” (Area Representative: Takashi Sakajo)
Supporters
Center for Pre-disease Science and AI Medicine, Graduate School of Medicine, The University of Tokyo