AI-empowered Precision Disease Screening of Population-based Organized Service Program

HSU, Chen-Yang

National Taiwan University

(Taiwan)

Estimating the Unbiased Benefits of Universal and Precision Screening Programs Using Advanced Modeling Approaches

SU, Chiu-Wen

National Taiwan University

(Taiwan)

CASE-PASS Demonstration:
Adjusting for Self-Selection and Lead-Time Bias in Screening Evaluation

SU, Chiu-Wen

National Taiwan University

(Taiwan)

• Machine Learning Classifiers for Risk Prediction: From Conventional Algorithms to Deep Learning

• Explainable Artificial Intelligence (XAI) for Personalized Risk Assessment and Prediction

• Practice: Machine Learning Approaches for Differentiating Screen-Detected and Clinically Detected Cases

YEN, Ming-Fang

Taipei Medical University

(Taiwan)

Stochastic Process for Personalized Multi-State Disease Natural History

SU, Chiu-Wen

National Taiwan University

(Taiwan)

Donlagon Jumparway

National Taiwan University

(Taiwan)

M-state demonstration and Python Tool Practice

LIN, Ting-Yu

National Taiwan University

(Taiwan)

• Bayesian Network and Deep Learning Approaches for Personalized Multi-State Disease Natural History Modeling

• AI-Empowered Digital Twin Frameworks for Precision Screening

• Reinforcement Learning–Enabled Digital Twins for Risk-Adaptive Screening Strategies with LLM

• Digital Twin AI Demonstration for Precision Screening Applications