Few-Shot Adaptation of Training-Free Foundation Model for 3D Medical Image Segmentation - Xingxin He; Yifan Hu; Zhaoye Zhou; Mohamed Jarraya; Fang Liu (CoRR, 2025)

Querying Labeled for Unlabeled: Cross-Image Semantic Consistency Guided Semi-Supervised Semantic Segmentation - Linshan Wu; Leyuan Fang; Xingxin He; Min He; Jiayi Ma; Zhun Zhong (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Structure-Guided Cross-Attention Network for Cross-Domain OCT Fluid Segmentation - Xingxin He; Zhun Zhong; Leyuan Fang; Min He; Nicu Sebe (IEEE Trans. Image Process., 2023)

Sparsely Annotated Semantic Segmentation with Adaptive Gaussian Mixtures - Linshan Wu; Zhun Zhong; Leyuan Fang; Xingxin He; Qiang Liu; Jiayi Ma; Hao Chen (IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023, Vancouver, BC, Canada, June 17-24, 2023, 2023)

Self-supervised patient-specific features learning for OCT image classification - Leyuan Fang; Jiahuan Guo; Xingxin He; Muxing Li (Medical Biol. Eng. Comput., 2022)

Intra- and Inter-Slice Contrastive Learning for Point Supervised OCT Fluid Segmentation - Xingxin He; Leyuan Fang; Mingkui Tan; Xiangdong Chen (IEEE Trans. Image Process., 2022)

Multi-Modal Retinal Image Classification With Modality-Specific Attention Network - Xingxin He; Ying Deng; Leyuan Fang; Qinghua Peng (IEEE Trans. Medical Imaging, 2021)

Retinal optical coherence tomography image classification with label smoothing generative adversarial network - Xingxin He; Leyuan Fang; Hossein Rabbani; Xiangdong Chen; Zhimin Liu (Neurocomputing, 2020)

Automatic Classification of Retinal Optical Coherence Tomography Images With Layer Guided Convolutional Neural Network - Laifeng Huang; Xingxin He; Leyuan Fang; Hossein Rabbani; Xiangdong Chen (IEEE Signal Process. Lett., 2019)