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PRIMARY RESEARCH TOPICS
PRIMARY RESEARCH TOPICS
Learning Algorithm
Learning Algorithm
Develop the Efficient Learning Algorithms
(Core AI Model Designs e.g., Agentic AI, Generative AI, Multi-Modal AI, Explainable AI)
Image Processing
Image Processing
Develop the AI Algorithms for Image Processing
(Image Refinement, Denoising, Enhancement, and Reconstruction)
Computer Vision
Computer Vision
Develop the AI Algorithms for Computer Vision Applications
(Detection, Segmentation, and Prediction Based on Medical Images)
Imaging System
Imaging System
Design the Pipeline of the Imaging Systems
(Image Acquisition, Reconstruction, and Post Processing)
ON-GOING PROJECTS as PI
ON-GOING PROJECTS as PI
LLM Autonomous Agent-Based Webtoon IP Mid-Core Game Auto-Generation (W2G) Pipeline and Global Service Validation Platform Development
LLM Autonomous Agent-Based Webtoon IP Mid-Core Game Auto-Generation (W2G) Pipeline and Global Service Validation Platform Development
Funded by Ministry of Culture, Sports and Tourism (MCST)
Total $7.5M (2026.04.01. ~ 2028.12.31)
Development of an Intraoperative Real-Time Fluorescence Imaging Platform Integrating Tumor Margin Screening and High-Precision Local Tissue Diagnosis
Development of an Intraoperative Real-Time Fluorescence Imaging Platform Integrating Tumor Margin Screening and High-Precision Local Tissue Diagnosis
Funded by Ministry of Health and Welfare (MOHW)
Total $7M (2025.07.01. ~ 2027.12.31.)
Development of a Body-Organ Aging Prediction System in MRI via Evidence-Based Multi-Modal AI to Overcome Chronic Diseases of the Elderly
Development of a Body-Organ Aging Prediction System in MRI via Evidence-Based Multi-Modal AI to Overcome Chronic Diseases of the Elderly
Funded by Ministry of Science and ICT (MSIT)
Total $1M (2024.04.01. ~ 2029.03.31.)
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