Multi-Cell Multi-Task Convolutional Neural Networks for Diabetic Retinopathy Grading. - Kang Zhou 001; Zaiwang Gu; Wen Liu 003; Weixin Luo; Jun Cheng 003; Shenghua Gao; Jiang Liu 001 (EMBC, 2018)

DeepDisc: Optic Disc Segmentation Based on Atrous Convolution and Spatial Pyramid Pooling. - Zaiwang Gu; Peng Liu 049; Kang Zhou 001; Yuming Jiang 003; Haoyu Mao; Jun Cheng 003; Jiang Liu 001 (COMPAY/OMIA@MICCAI, 2018)

Fundus Image Quality-Guided Diabetic Retinopathy Grading. - Kang Zhou 001; Zaiwang Gu; Annan Li; Jun Cheng 003; Shenghua Gao; Jiang Liu 001 (COMPAY/OMIA@MICCAI, 2018)

Multi-Cell Multi-Task Convolutional Neural Networks for Diabetic Retinopathy Grading Kang. - Kang Zhou 001; Zaiwang Gu; Wen Liu 003; Weixin Luo; Jun Cheng 003; Shenghua Gao; Jiang Liu 001 (CoRR, 2018)

Hybrid Neural Network for Photoacoustic Imaging Reconstruction. - Hengrong Lan; Kang Zhou 001; Changchun Yang; Jiang Liu 001; Shenghua Gao; Fei Gao 010 (EMBC, 2019)

Ki-GAN: Knowledge Infusion Generative Adversarial Network for Photoacoustic Image Reconstruction In Vivo. - Hengrong Lan; Kang Zhou 001; Changchun Yang; Jun Cheng 003; Jiang Liu 001; Shenghua Gao; Fei Gao 010 (MICCAI (1), 2019)

BioNet: Infusing Biomarker Prior into Global-to-Local Network for Choroid Segmentation in Optical Coherence Tomography Images. - Huihong Zhang; Jianlong Yang; Kang Zhou 001; Zhenjie Chai; Jun Cheng 003; Shenghua Gao; Jiang Liu 001 (CoRR, 2019)

CE-Net: Context Encoder Network for 2D Medical Image Segmentation. - Zaiwang Gu; Jun Cheng 003; Huazhu Fu; Kang Zhou 001; Huaying Hao; Yitian Zhao; Tianyang Zhang 003; Shenghua Gao; Jiang Liu 001 (IEEE Trans. Medical Imaging, 2019)

Encoding Structure-Texture Relation with P-Net for Anomaly Detection in Retinal Images. - Kang Zhou 001; Yuting Xiao; Jianlong Yang; Jun Cheng 003; Wen Liu 003; Weixin Luo; Zaiwang Gu; Jiang Liu 001; Shenghua Gao (ECCV (20), 2020)

Perceptual-Assisted Adversarial Adaptation for Choroid Segmentation in Optical Coherence Tomography. - Zhenjie Chai; Kang Zhou 001; Jianlong Yang; Yuhui Ma; Zhi Chen; Shenghua Gao; Jiang Liu 001 (ISBI, 2020)

SUNet: A Lesion Regularized Model for Simultaneous Diabetic Retinopathy and Diabetic Macular Edema Grading. - Zhi Tu; Shenghua Gao; Kang Zhou 001; Xianing Chen; Huazhu Fu; Zaiwang Gu; Jun Cheng 003; Zehao Yu 002; Jiang Liu 001 (ISBI, 2020)

Open-Set OCT Image Recognition with Synthetic Learning. - Yuting Xiao; Shenghua Gao; Zhenjie Chai; Kang Zhou 001; Tianyang Zhang 003; Yitian Zhao; Jun Cheng 003; Jiang Liu 001 (ISBI, 2020)

Sparse-Gan: Sparsity-Constrained Generative Adversarial Network for Anomaly Detection in Retinal OCT Image. - Kang Zhou 001; Shenghua Gao; Jun Cheng 003; Zaiwang Gu; Huazhu Fu; Zhi Tu; Jianlong Yang; Yitian Zhao; Jiang Liu 001 (ISBI, 2020)

Automatic Segmentation and Visualization of Choroid in OCT with Knowledge Infused Deep Learning. - Huihong Zhang; Jianlong Yang; Kang Zhou 001; Fei Li 021; Yan Hu; Yitian Zhao; Ce Zheng; Xiulan Zhang; Jiang Liu 001 (IEEE J. Biomed. Health Informatics, 2020)

Correction to "Noise Adaptation Generative Adversarial Network for Medical Image Analysis". - Tianyang Miller; Jun Cheng 003; Huazhu Fu; Zaiwang Gu; Yuting Xiao; Kang Zhou 001; Shenghua Gao; Ru Zheng; Jiang Liu 001 (IEEE Trans. Medical Imaging, 2020)

Noise Adaptation Generative Adversarial Network for Medical Image Analysis. - Tianyang Zhang 003; Jun Cheng 003; Huazhu Fu; Zaiwang Gu; Yuting Xiao; Kang Zhou 001; Shenghua Gao; Rui Zheng; Jiang Liu 001 (IEEE Trans. Medical Imaging, 2020)

Memory-Assisted Dual-End Adaptation Network For Choroid Segmentation In Multi-Domain Optical Coherence Tomography. - Zhenjie Chai; Jianlong Yang; Kang Zhou 001; Zhi Chen; Yitian Zhao; Shenghua Gao; Jiang Liu 001 (ISBI, 2021)

Automatic segmentation of vertebral features on ultrasound spine images using Stacked Hourglass Network. - Hongye Zeng; Songhan Ge; Yuchong Gao; Desen Zhou; Kang Zhou 001; Xu-Ming He 001; Rui Zheng (CoRR, 2021)

Electrical Tunable Spintronic Neuron with Trainable Activation Function. - Yue Xin; Kang Zhou 001; Xuanyao Fong; Yumeng Yang; Shenghua Gao; Zhifeng Zhu (CoRR, 2022)

VertMatch: A Semi-supervised Framework for Vertebral Structure Detection in 3D Ultrasound Volume. - Hongye Zeng; Kang Zhou 001; Songhan Ge; Yuchong Gao; Jianhao Zhao; Shenghua Gao; Rui Zheng (CoRR, 2022)

Chest X-Ray Diagnostic Quality Assessment: How Much Is Pixel-Wise Supervision Needed? - Junhao Hu; Chenyang Zhang 002; Kang Zhou 001; Shenghua Gao (IEEE Trans. Medical Imaging, 2022)

Proxy-Bridged Image Reconstruction Network for Anomaly Detection in Medical Images. - Kang Zhou 001; Jing Li 117; Weixin Luo; Zhengxin Li; Jianlong Yang; Huazhu Fu; Jun Cheng 003; Jiang Liu 001; Shenghua Gao (IEEE Trans. Medical Imaging, 2022)

Memorizing Structure-Texture Correspondence for Image Anomaly Detection. - Kang Zhou 001; Jing Li 117; Yuting Xiao; Jianlong Yang; Jun Cheng 003; Wen Liu 003; Weixin Luo; Jiang Liu 001; Shenghua Gao (IEEE Trans. Neural Networks Learn. Syst., 2022)

Training-free image style alignment for self-adapting domain shift on handheld ultrasound devices. - Hongye Zeng; Ke Zou; Zhihao Chen 004; Yuchong Gao; Hongbo Chen; Haibin Zhang; Kang Zhou 001; Meng Wang 001; Rick Siow Mong Goh; Yong Liu 026; Chang Jiang; Rui Zheng; et al. (CoRR, 2024)

Feature Re-Representation and Reliable Pseudo Label Retraining for Cross-Domain Semantic Segmentation. - Jing Li 117; Kang Zhou 001; Shenhan Qian; Wen Li 001; Lixin Duan; Shenghua Gao (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Anatomical Prior and Inter-Slice Consistency for Semi-Supervised Vertebral Structure Detection in 3D Ultrasound Volume. - Hongye Zeng; Kang Zhou 001; Songhan Ge; Yuchong Gao; Jianhao Zhao; Shenghua Gao; Rui Zheng (IEEE J. Biomed. Health Informatics, 2024)

Training-Free Image Style Alignment for Domain Shift on Handheld Ultrasound Devices. - Hongye Zeng; Ke Zou; Zhihao Chen 004; Yuchong Gao; Hongbo Chen; Haibin Zhang; Kang Zhou 001; Meng Wang 038; Chang Jiang; Rick Siow Mong Goh; Yong Liu 026; Chengcheng Zhu; et al. (IEEE Trans. Medical Imaging, 2025)