Xiaoying Tang

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 53

Top Topics

Image Classification

Medical Image Segmentation

Magnetic Resonance

Diabetic Retinopathy

Top Venues

Publications

Jiaming Qiu, Weikai Huang, Yijin Huang, Nanxi Yu, Xiaoying Tang
AugPaste: A one-shot approach for diabetic retinopathy detection. Biomed. Signal Process. Control. 96 (2024)
Li Lin, Yixiang Liu, Jiewei Wu, Pujin Cheng, Zhiyuan Cai, Kenneth K. Y. Wong, Xiaoying Tang
FedLPPA: Learning Personalized Prompt and Aggregation for Federated Weakly-supervised Medical Image Segmentation. CoRR (2024)
Yijin Huang, Junyan Lyu, Pujin Cheng, Roger C. Tam, Xiaoying Tang
SSiT: Saliency-Guided Self-Supervised Image Transformer for Diabetic Retinopathy Grading. IEEE J. Biomed. Health Informatics 28 (5) (2024)
Tianyunxi Wei, Yijin Huang, Li Lin, Pujin Cheng, Sirui Li, Xiaoying Tang
Saliency-guided and Patch-based Mixup for Long-tailed Skin Cancer Image Classification. CoRR (2024)
Huaqing He, Jiaming Qiu, Li Lin, Zhiyuan Cai, Pujin Cheng, Xiaoying Tang
JOINEDTrans: Prior guided multi-task transformer for joint optic disc/cup segmentation and fovea detection. Comput. Biol. Medicine 177 (2024)
Nanxi Yu, Zhiyuan Cai, Yijin Huang, Xiaoying Tang
SnapSeg: Training-Free Few-Shot Medical Image Segmentation with Segment Anything Model. TAI4H (2024)
Huilin Yang, Junyan Lyu, Pujin Cheng, Roger C. Tam, Xiaoying Tang
LDDMM-Face: Large deformation diffeomorphic metric learning for cross-annotation face alignment. Pattern Recognit. 154 (2024)
Yijin Huang, Pujin Cheng, Roger C. Tam, Xiaoying Tang
FPT: Fine-grained Prompt Tuning for Parameter and Memory Efficient Fine Tuning in High-resolution Medical Image Classification. CoRR (2024)
Huaqing He, Li Lin, Zhiyuan Cai, Pujin Cheng, Xiaoying Tang
JOINEDTrans: Prior Guided Multi-task Transformer for Joint Optic Disc/Cup Segmentation and Fovea Detection. CoRR (2023)
Li Lin, Jiewei Wu, Yixiang Liu, Kenneth K. Y. Wong, Xiaoying Tang
Unifying and Personalizing Weakly-Supervised Federated Medical Image Segmentation via Adaptive Representation and Aggregation. MLMI@MICCAI (1) (2023)
Sirui Li, Fuheng Zhang, Tianyunxi Wei, Li Lin, Yijin Huang, Pujin Cheng, Xiaoying Tang
CCMix: Curriculum of Class-Wise Mixup for Long-Tailed Medical Image Classification. MLMI@MICCAI (2) (2023)
Zhonghua Wang, Junyan Lyu, Xiaoying Tang
autoSMIM: Automatic Superpixel-Based Masked Image Modeling for Skin Lesion Segmentation. IEEE Trans. Medical Imaging 42 (12) (2023)
Mowen Yin, Weikai Huang, Zhichao Liang, Quanying Liu, Xiaoying Tang
Network Analysis on Cortical Morphometry in First-Episode Schizophrenia. IEEE Trans. Cogn. Dev. Syst. 15 (4) (2023)
Yuanyuan Wei, Roger C. Tam, Xiaoying Tang
MProtoNet: A Case-Based Interpretable Model for Brain Tumor Classification with 3D Multi-parametric Magnetic Resonance Imaging. MIDL (2023)
Junde Wu, Huihui Fang, Fei Li, Huazhu Fu, Fengbin Lin, Jiongcheng Li, Yue Huang, Qinji Yu, Sifan Song, Xinxing Xu, Yanyu Xu, Wensai Wang, Lingxiao Wang, Shuai Lu, Huiqi Li, Shihua Huang, Zhichao Lu, Chubin Ou, Xifei Wei, Bingyuan Liu, Riadh Kobbi, Xiaoying Tang, Li Lin, Qiang Zhou, Qiang Hu, Hrvoje Bogunovic, José Ignacio Orlando, Xiulan Zhang, Yanwu Xu
GAMMA challenge: Glaucoma grAding from Multi-Modality imAges. Medical Image Anal. 90 (2023)
Linfeng Liu, Junyan Lyu, Siyu Liu, Xiaoying Tang, Shekhar S. Chandra, Fatima A. Nasrallah
TriFormer: A Multi-modal Transformer Framework For Mild Cognitive Impairment Conversion Prediction. CoRR (2023)
Shiyun Chen, Li Lin, Pujin Cheng, Xiaoying Tang
ASLseg: Adapting SAM in the Loop for Semi-supervised Liver Tumor Segmentation. CoRR (2023)
Li Lin, Linkai Peng, Huaqing He, Pujin Cheng, Jiewei Wu, Kenneth K. Y. Wong, Xiaoying Tang
YoloCurvSeg: You only label one noisy skeleton for vessel-style curvilinear structure segmentation. Medical Image Anal. 90 (2023)
Silong Li, Jiaming Qiu, Yijin Huang, Xiaoying Tang, Terry Tao Ye
An FPGA-based edge computing and accelerating platform for fast diabetic retinopathy diagnosis. Medical Imaging: Image Processing (2023)
Pujin Cheng, Li Lin, Yijin Huang, Huaqing He, Wenhan Luo, Xiaoying Tang
Learning Enhancement From Degradation: A Diffusion Model For Fundus Image Enhancement. CoRR (2023)
Pujin Cheng, Li Lin, Junyan Lyu, Yijin Huang, Wenhan Luo, Xiaoying Tang
PRIOR: Prototype Representation Joint Learning from Medical Images and Reports. CoRR (2023)
Yijie Pang, Pujin Cheng, Junyan Lyu, Fan Lin, Xiaoying Tang
Prior Guided 3D Medical Image Landmark Localization. MIDL (2023)
Juntao Chen, Li Lin, Pujin Cheng, Yijin Huang, Xiaoying Tang
Uno-Qa: an Unsupervised Anomaly-Aware Framework with Test-Time Clustering for Octa Image Quality Assessment. ISBI (2023)
Li Lin, Jiewei Wu, Yixiang Liu, Kenneth K. Y. Wong, Xiaoying Tang
Unifying and Personalizing Weakly-supervised Federated Medical Image Segmentation via Adaptive Representation and Aggregation. CoRR (2023)
Pujin Cheng, Li Lin, Junyan Lyu, Yijin Huang, Wenhan Luo, Xiaoying Tang
PRIOR: Prototype Representation Joint Learning from Medical Images and Reports. ICCV (2023)
Songlin Yan, Xiujiao Chen, Xiaoying Tang, Xuebing Chi
Segmentation of Brachial Plexus Ultrasound Images Based on Modified SegNet Model. IDEAL (2023)
Huilin Yang, Roger C. Tam, Xiaoying Tang
Whole-Heart Reconstruction with Explicit Topology Integrated Learning. MICCAI (6) (2023)
Yuanyuan Wei, Roger Tam, Xiaoying Tang
MProtoNet: A Case-Based Interpretable Model for Brain Tumor Classification with 3D Multi-parametric Magnetic Resonance Imaging. CoRR (2023)
Linfeng Liu, Junyan Lyu, Siyu Liu, Xiaoying Tang, Shekhar S. Chandra, Fatima A. Nasrallah
TriFormer: A Multi-modal Transformer Framework For Mild Cognitive Impairment Conversion Prediction. ISBI (2023)
Fuheng Zhang, Sirui Li, Tianyunxi Wei, Li Lin, Yijin Huang, Pujin Cheng, Xiaoying Tang
MEDKD: Enhancing Medical Image Classification with Multiple Expert Decoupled Knowledge Distillation for Long-Tail Data. MLMI@MICCAI (2) (2023)
Junyan Lyu, Pengxiao Xu, Fatima A. Nasrallah, Xiaoying Tang
Learning Ontology-Based Hierarchical Structural Relationship for Whole Brain Segmentation. MICCAI (4) (2023)
Kai Pan, Pujin Cheng, Ziqi Huang, Li Lin, Xiaoying Tang
Transformer-Based T2-weighted MRI Synthesis from T1-weighted Images. EMBC (2022)
Yijin Huang, Weikai Huang, Wenhao Luo, Xiaoying Tang
Lesion2void: Unsupervised Anomaly Detection in Fundus Images. ISBI (2022)
Zhiyuan Cai, Li Lin, Huaqing He, Xiaoying Tang
Corolla: An Efficient Multi-Modality Fusion Framework with Supervised Contrastive Learning for Glaucoma Grading. ISBI (2022)
Linkai Peng, Li Lin, Pujin Cheng, Huaqing He, Xiaoying Tang
Student Become Decathlon Master in Retinal Vessel Segmentation via Dual-teacher Multi-target Domain Adaptation. CoRR (2022)
Zhonghua Wang, Junyan Lyu, Wenhao Luo, Xiaoying Tang
Superpixel Inpainting For Self-Supervised Skin Lesion Segmentation from Dermoscopic Images. ISBI (2022)
Li Lin, Linkai Peng, Huaqing He, Pujin Cheng, Jiewei Wu, Kenneth K. Y. Wong, Xiaoying Tang
YoloCurvSeg: You Only Label One Noisy Skeleton for Vessel-style Curvilinear Structure Segmentation. CoRR (2022)
Junyan Lyu, Yiqi Zhang, Yijin Huang, Li Lin, Pujin Cheng, Xiaoying Tang
AADG: Automatic Augmentation for Domain Generalization on Retinal Image Segmentation. CoRR (2022)
Yijin Huang, Junyan Lyu, Pujin Cheng, Roger Tam, Xiaoying Tang
SSiT: Saliency-guided Self-supervised Image Transformer for Diabetic Retinopathy Grading. CoRR (2022)
Ziqi Huang, Li Lin, Pujin Cheng, Kai Pan, Xiaoying Tang
DS3-Net: Difficulty-perceived Common-to-T1ce Semi-Supervised Multimodal MRI Synthesis Network. CoRR (2022)
Zhiyuan Cai, Li Lin, Huaqing He, Xiaoying Tang
Uni4Eye: Unified 2D and 3D Self-supervised Pre-training via Masked Image Modeling Transformer for Ophthalmic Image Classification. CoRR (2022)
Pinyuan Zhong, Ran Cheng, Xiaoying Tang
Utilizing average symmetrical surface distance in active shape modeling for subcortical surface generation with slow-fast learning. EMBC (2022)
Linkai Peng, Li Lin, Pujin Cheng, Huaqing He, Xiaoying Tang
Student Becomes Decathlon Master in Retinal Vessel Segmentation via Dual-Teacher Multi-target Domain Adaptation. MLMI@MICCAI (2022)
Weikai Huang, Yijin Huang, Xiaoying Tang
AugPaste: One-Shot Anomaly Detection for Medical Images. OMIA@MICCAI (2022)
Zhiyuan Cai, Li Lin, Huaqing He, Xiaoying Tang
Uni4Eye: Unified 2D and 3D Self-supervised Pre-training via Masked Image Modeling Transformer for Ophthalmic Image Classification. MICCAI (8) (2022)
Ziqi Huang, Li Lin, Pujin Cheng, Kai Pan, Xiaoying Tang
-Net: Difficulty-Perceived Common-to-T1ce Semi-supervised Multimodal MRI Synthesis Network. MICCAI (6) (2022)
Juntao Chen, Li Lin, Pujin Cheng, Yijin Huang, Xiaoying Tang
UNO-QA: An Unsupervised Anomaly-Aware Framework with Test-Time Clustering for OCTA Image Quality Assessment. CoRR (2022)
Ziqi Huang, Li Lin, Pujin Cheng, Linkai Peng, Xiaoying Tang
Multi-modal Brain Tumor Segmentation via Missing Modality Synthesis and Modality-level Attention Fusion. CoRR (2022)
Junyan Lyu, Yiqi Zhang, Yijin Huang, Li Lin, Pujin Cheng, Xiaoying Tang
AADG: Automatic Augmentation for Domain Generalization on Retinal Image Segmentation. IEEE Trans. Medical Imaging 41 (12) (2022)
Weikai Huang, Yijin Huang, Xiaoying Tang
LesionPaste: One-Shot Anomaly Detection for Medical Images. CoRR (2022)
Linkai Peng, Li Lin, Pujin Cheng, Ziqi Huang, Xiaoying Tang
Unsupervised Domain Adaptation for Cross-Modality Retinal Vessel Segmentation via Disentangling Representation Style Transfer and Collaborative Consistency Learning. ISBI (2022)
Weikai Huang, Xiangyu Wang, Yijin Huang, Fan Lin, Xiaoying Tang
Multi-parametric Magnetic Resonance Imaging Fusion for Automatic Classification of Prostate Cancer. EMBC (2022)
Huaqing He, Li Lin, Zhiyuan Cai, Xiaoying Tang
JOINED : Prior Guided Multi-task Learning for Joint Optic Disc/Cup Segmentation and Fovea Detection. MIDL (2022)