AICoE Project

  • Constructing a Novel AI Training Pipeline : From Flexible Annotation Tool to Lifelong Learning

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