TCU-Net: Transformer Embedded in Convolutional U-Shaped Network for Retinal Vessel Segmentation. - Zidi Shi; Yu Li; Hua Zou; Xuedong Zhang (Sensors, 2023)

MFSegDiff: A Multi-Frequency Diffusion Model for Medical Image Segmentation. - Zidi Shi; Hua Zou; Fei Luo 004; Zhiyu Huo (BIBM, 2024)

IMedSeg: Towards efficient interactive medical segmentation. - Zidi Shi; Ting Chen; Qian Zhou 001; Hua Zou; Xuan Xiao (Neurocomputing, 2025)

ActiveFreq: Integrating Active Learning and Frequency Domain Analysis for Interactive Segmentation. - Lijun Guo; Qian Zhou 001; Zidi Shi; Hua Zou; Gang Ke (Knowl. Based Syst., 2025)

AFLDiff: Adaptive Frequency-Aware Latent Diffusion Model for Road Extraction in Remote Sensing Images. - Ruiqi Liu; Qusen Chen; Yang Liu; Zidi Shi; Zhao Li; Weiping Jiang; Dawei Li (IEEE Trans. Geosci. Remote. Sens., 2025)