Project Name
Constructing a Novel AI Training Pipeline : From Flexible Annotation Tool to Lifelong Learning
Project Goal
• We aim to provide a pipeline platform of deep learning frameworks for incorporating machine learning building blocks such as novel semi-supervised learning and data augmentation method into medical applications, ranging from a flexible soft annotation tool to the lifelong learning.
Project Description
1. AI Model Fairness Research
* Model Training Strategy
* Data Composition Studs
* Neural Network Architecture Design
2. Large Language Model Research
* Development of Generative AI Models for Structured Medical Data
