Domain Aware Multi-Task Pretraining of 3D Swin Transformer for Brain MRI [Jonghun Kim], [Mansu Kim], [Hyunjin Park]

Overview

This repository contains the code for DAMT: Domain Aware Multi-Task Pretraining of 3D Swin Transformer for Brain MRI. The DAMT consists of the following seven pretrain tasks.

The seven task is detailed in the figure below:

Citation

@InProceedings{Kim_2024_ACCV,
    author    = {Kim, Jonghun and Kim, Mansu and Park, Hyunjin},
    title     = {Domain Aware Multi-Task Pre-Training of 3D Swin Transformer for Brain MRI},
    booktitle = {Proceedings of the Asian Conference on Computer Vision (ACCV)},
    month     = {December},
    year      = {2024},
    pages     = {2124-2144}
}