Xiaohan Xing

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 25

Top Topics

Capsule Endoscopy

Image Classification

Weakly Supervised

Active Learning

Top Venues

Medical Image Anal.

Publications

Jing Zou, Lanqing Liu, Qi Chen, Shujun Wang, Xiaohan Xing, Jing Qin
MMR-Mamba: Multi-Contrast MRI Reconstruction with Mamba and Spatial-Frequency Information Fusion. CoRR (2024)
Xiaohan Xing, Meilu Zhu, Zhen Chen, Yixuan Yuan
Comprehensive learning and adaptive teaching: Distilling multi-modal knowledge for pathological glioma grading. Medical Image Anal. 91 (2024)
Fan Bai, Xiaohan Xing, Yutian Shen, Han Ma, Max Q.-H. Meng
Discrepancy-based Active Learning for Weakly Supervised Bleeding Segmentation in Wireless Capsule Endoscopy Images. CoRR (2023)
Ye Lu, Yutian Shen, Xiaohan Xing, Max Q.-H. Meng
Locate before Segment: Topology-guided Retinal Layer Segmentation in Optical Coherence Tomography Images. ICRA (2023)
Ye Lu, Yutian Shen, Xiaohan Xing, Chengwei Ye, Max Q.-H. Meng
Boundary-enhanced semi-supervised retinal layer segmentation in optical coherence tomography images using fewer labels. Comput. Medical Imaging Graph. 105 (2023)
Xiaohan Xing, Zhen Chen, Zhifan Gao, Yixuan Yuan
Gradient and Feature Conformity-Steered Medical Image Classification with Noisy Labels. MICCAI (6) (2023)
Zhen Chen, Wuyang Li, Xiaohan Xing, Yixuan Yuan
Medical federated learning with joint graph purification for noisy label learning. Medical Image Anal. 90 (2023)
Xiaohan Xing, Zhen Chen, Yuenan Hou, Yixuan Yuan
Gradient modulated contrastive distillation of low-rank multi-modal knowledge for disease diagnosis. Medical Image Anal. 88 (2023)
Fan Bai, Xiaohan Xing, Yutian Shen, Han Ma, Max Q.-H. Meng
Discrepancy-Based Active Learning for Weakly Supervised Bleeding Segmentation in Wireless Capsule Endoscopy Images. MICCAI (8) (2022)
Ye Lu, Yutian Shen, Xiaohan Xing, Max Q.-H. Meng
Multiple Consistency Supervision based Semi-supervised OCT Segmentation using Very Limited Annotations. ICRA (2022)
Xiaohan Xing, Zhen Chen, Meilu Zhu, Yuenan Hou, Zhifan Gao, Yixuan Yuan
Discrepancy and Gradient-Guided Multi-modal Knowledge Distillation for Pathological Glioma Grading. MICCAI (5) (2022)
Xiaohan Xing, Fan Yang, Hang Li, Jun Zhang, Yu Zhao, Mingxuan Gao, Junzhou Huang, Jianhua Yao
Multi-level attention graph neural network based on co-expression gene modules for disease diagnosis and prognosis. Bioinform. 38 (8) (2022)
Ye Lu, Xiaohan Xing, Max Q.-H. Meng
Unseen Domain Generalization for Prostate MRI Segmentation via Disentangled Representations. ROBIO (2021)
Hang Li, Fan Yang, Yu Zhao, Xiaohan Xing, Jun Zhang, Mingxuan Gao, Junzhou Huang, Liansheng Wang, Jianhua Yao
DT-MIL: Deformable Transformer for Multi-instance Learning on Histopathological Image. MICCAI (8) (2021)
Hang Li, Fan Yang, Xiaohan Xing, Yu Zhao, Jun Zhang, Yueping Liu, Mengxue Han, Junzhou Huang, Liansheng Wang, Jianhua Yao
Multi-modal Multi-instance Learning Using Weakly Correlated Histopathological Images and Tabular Clinical Information. MICCAI (8) (2021)
Xiao Jia, Xiaochun Mai, Xiaohan Xing, Yutian Shen, Jiankun Wang, Max Q.-H. Meng
Multibranch Learning for Angiodysplasia Segmentation with Attention-Guided Networks and Domain Adaptation. ICRA (2021)
Xiaohan Xing, Fan Yang, Hang Li, Jun Zhang, Yu Zhao, Mingxuan Gao, Junzhou Huang, Jianhua Yao
An Interpretable Multi-Level Enhanced Graph Attention Network for Disease Diagnosis with Gene Expression Data. BIBM (2021)
Xiaohan Xing, Yuenan Hou, Hang Li, Yixuan Yuan, Hongsheng Li, Max Q.-H. Meng
Categorical Relation-Preserving Contrastive Knowledge Distillation for Medical Image Classification. CoRR (2021)
Xiaohan Xing, Yuenan Hou, Hang Li, Yixuan Yuan, Hongsheng Li, Max Q.-H. Meng
Categorical Relation-Preserving Contrastive Knowledge Distillation for Medical Image Classification. MICCAI (5) (2021)
Xiaohan Xing, Yixuan Yuan, Max Q.-H. Meng
Zoom in Lesions for Better Diagnosis: Attention Guided Deformation Network for WCE Image Classification. IEEE Trans. Medical Imaging 39 (12) (2020)
Xiao Jia, Xiaochun Mai, Yi Cui, Yixuan Yuan, Xiaohan Xing, Hyunseok Seo, Lei Xing, Max Q.-H. Meng
Automatic Polyp Recognition in Colonoscopy Images Using Deep Learning and Two-Stage Pyramidal Feature Prediction. IEEE Trans Autom. Sci. Eng. 17 (3) (2020)
Xiao Jia, Xiaohan Xing, Yixuan Yuan, Lei Xing, Max Q.-H. Meng
Wireless Capsule Endoscopy: A New Tool for Cancer Screening in the Colon With Deep-Learning-Based Polyp Recognition. Proc. IEEE 108 (1) (2020)
Xiaohan Xing, Yixuan Yuan, Max Q.-H. Meng
Diagnose like a Clinician: Third-order Attention Guided Lesion Amplification Network for WCE Image Classification. IROS (2020)
Xiaohan Xing, Yixuan Yuan, Xiao Jia, Max Q.-H. Meng
A Saliency-Aware Hybrid Dense Network for Bleeding Detection in Wireless Capsule Endoscopy Images. ISBI (2019)
Xiaohan Xing, Xiao Jia, Max Q.-H. Meng
Bleeding Detection in Wireless Capsule Endoscopy Image Video Using Superpixel-Color Histogram and a Subspace KNN Classifier. EMBC (2018)