| 2026 |
Uncertainty-Aware Trustworthy Artificial Intelligence: Explainability, Robustness, and Adaptation |
Yu-Hsin Hung |
Principal Investigator |
2026.08 ~ 2028.07 |
National Science and Technology Council |
| 2026 |
Multimodal Machine Learning for Medical Studies with Biomedical Signals, Medical Images, and Clinical Data |
Henry Horng-Shing Lu |
Principal Investigator |
2026.08 ~ 2028.07 |
National Science and Technology Council |
| 2026 |
Deep learning-based classification and generation for paired chest X-ray images |
Guan-Hua Huang |
Principal Investigator |
2026.08 ~ 2027.07 |
National Science and Technology Council |
| 2026 |
Tau-Process Estimands for Time-to-Event Trial Design Supplemented by in silico Sensitivity Analyses |
Weijing Wang |
Principal Investigator |
2026.08 ~ 2028.07 |
National Science and Technology Council |
| 2026 |
Statistical Analysis and Biomarker Approaches for Identifying Disease Associations Using microRNA Distance Features |
Hsiuying Wang |
Principal Investigator |
2026.08 ~ 2029.07 |
National Science and Technology Council |
| 2026 |
Order Selection for General-State Hidden Markov Models Based on Marginal Likelihood |
Chu-Lan Kao |
Principal Investigator |
2026.08 ~ 2028.07 |
National Science and Technology Council |
| 2026 |
Application-Oriented and AI-Assisted Statistics Course Design: Enhancing Learning Motivation, Self-Efficacy, and Statistical Literacy among Students in In-Service Graduate Programs |
Sheng-Hsuan Lin |
PI |
2026.08 ~ 2027.07 |
Ministry of Education (MOE) |
| 2026 |
Equity in Popular Science – Expanding Outreach Activities through Science-Themed Musicals (Theme I) |
Chu-Lan Kao |
Principal Investigator |
2026.07 ~ 2027.06 |
National Science and Technology Council |
| 2025 |
Promoting the reputation and influence of domestic statistics discipline: IASC-ARS BoD Ordinary member’s implementation plan in 2025 |
Sheng-Hsuan Lin |
PI |
2025.10 ~ 2026.09 |
National Science and Technology Council |
| 2025 |
Paradigm Shift and Framework Restructuring in Causal Mediation Analysis: Are We Misled by Robins and Pearl’s Standard Definitions? |
Sheng-Hsuan Lin |
PI |
2025.08 ~ 2029.07 |
National Science and Technology Council |