Search Results for author: Shuhan LI

Found 3 papers, 2 papers with code

Iterative Online Image Synthesis via Diffusion Model for Imbalanced Classification

no code implementations13 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.

Image Classification Image Generation +3

Vessel-Promoted OCT to OCTA Image Translation by Heuristic Contextual Constraints

1 code implementation13 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.

Translation

Dynamic Sub-Cluster-Aware Network for Few-Shot Skin Disease Classification

1 code implementation3 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.

Classification Clustering +3

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