Xingxin He

Automatic Classification of Retinal Optical Coherence Tomography Images With Layer Guided Convolutional Neural Network

Laifeng Huang, Xingxin He, Leyuan Fang et al. · IEEE Signal Processing Letters · 2019 · 127 citations

Convolutional Neural Network, Engineering, Retinal Layers +18

Multi-Modal Retinal Image Classification With Modality-Specific Attention Network

Xingxin He, Ying Deng, Leyuan Fang et al. · IEEE Transactions on Medical Imaging · 2021 · 115 citations

Engineering, Feature Detection, Fundus Image +20

Querying Labeled for Unlabeled: Cross-Image Semantic Consistency Guided Semi-Supervised Semantic Segmentation

Linshan Wu, Leyuan Fang, Xingxin He et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2023 · 86 citations

Scene Analysis, Engineering, Machine Learning +18

Intra- and Inter-Slice Contrastive Learning for Point Supervised OCT Fluid Segmentation

Xingxin He, Leyuan Fang, Mingkui Tan et al. · IEEE Transactions on Image Processing · 2022 · 58 citations

Convolutional Neural Network, Medical Image Segmentation, Engineering +18

Retinal optical coherence tomography image classification with label smoothing generative adversarial network

Xingxin He, Leyuan Fang, Hossein Rabbani et al. · Neurocomputing · 2020 · 56 citations

Image Analysis, Machine Learning, Medical Imaging +11