no code implementations • 13 Mar 2024 • Shuhan LI, Yi Lin, Hao Chen, Kwang-Ting Cheng
In this paper, we introduce an Iterative Online Image Synthesis (IOIS) framework to address the class imbalance problem in medical image classification.
1 code implementation • 13 Mar 2023 • Shuhan LI, Dong Zhang, Xiaomeng Li, Chubin Ou, Lin An, Yanwu Xu, Kwang-Ting Cheng
In this paper, we propose a novel framework, TransPro, that translates 3D Optical Coherence Tomography (OCT) images into exclusive 3D OCTA images using an image translation pattern.
1 code implementation • 3 Jul 2022 • Shuhan LI, Xiaomeng Li, Xiaowei Xu, Kwang-Ting Cheng
To achieve the objective of the second branch, we present a cluster loss to learn image similarities via unsupervised clustering.