Level set method of cell image segmentation based on combinations of edge, region and prior information. - Yiyi Chen 001; Hanxu Sun; Hui-Hua Yang; Xipeng Pan (ICSAI, 2017)

Accurate segmentation of nuclei in pathological images via sparse reconstruction and deep convolutional networks. - Xipeng Pan; Lingqiao Li; Hui-Hua Yang; Zhenbing Liu; Jinxin Yang; Lingling Zhao; Yong-Xian Fan (Neurocomputing, 2017)

Cell detection in pathology and microscopy images with multi-scale fully convolutional neural networks. - Xipeng Pan; Dengxian Yang; Lingqiao Li; Zhenbing Liu; Huihua Yang; Zhiwei Cao; Yubei He; Zhen Ma; Yiyi Chen 001 (World Wide Web, 2018)

A New Region Proposal Network for Far-Infrared Pedestrian Detection. - Zhiwei Cao; Huihua Yang; Juan Zhao 009; Xipeng Pan; Longhao Zhang; Zhenbing Liu (IEEE Access, 2019)

Supervised Dictionary Learning With Regularization for Near-Infrared Spectroscopy Classification. - Lingqiao Li; Xipeng Pan; Huihua Yang; Tao Zhang 010; Zhenbing Liu (IEEE Access, 2019)

An Accurate Nuclei Segmentation Algorithm in Pathological Image Based on Deep Semantic Network. - Xipeng Pan; Lingqiao Li; Dengxian Yang; Yubei He; Zhenbing Liu; Huihua Yang (IEEE Access, 2019)

Single Image Defogging Based on Multi-Channel Convolutional MSRCR. - Weidong Zhang 007; Lili Dong; Xipeng Pan; Jingchun Zhou; Li Qin; Wenhai Xu (IEEE Access, 2019)

A Survey of Restoration and Enhancement for Underwater Images. - Weidong Zhang 007; Lili Dong; Xipeng Pan; Peiyu Zou; Li Qin; Wenhai Xu (IEEE Access, 2019)

Multi-Level Ensemble Network for Scene Recognition. - Longhao Zhang; Lingqiao Li; Xipeng Pan; Zhiwei Cao; Qianyu Chen; Huihua Yang (Multim. Tools Appl., 2019)

Multi-task Deep Learning for Fine-Grained Classification/Grading in Breast Cancer Histopathological Images. - Xipeng Pan; Lingqiao Li; Huihua Yang; Zhenbing Liu; Yubei He; Zhongming Li; Yong-Xian Fan; Zhiwei Cao; Longhao Zhang (Cognitive Internet of Things, 2019)

Classification of Imbalanced Near-infrared Spectroscopy Data. - Qibin Wang; Lingqiao Li; Xipeng Pan; Huihua Yang (ICACI, 2020)

Underwater Image Enhancement Based on Global and Local Equalization of Histogram and Dual-Image Multi-Scale Fusion. - Linfeng Bai; Weidong Zhang 007; Xipeng Pan; Chen-ping Zhao (IEEE Access, 2020)

Three Adaptive Sub-Histograms Equalization Algorithm for Maritime Image Enhancement. - Chang Ding; Xipeng Pan; Xingyu Gao 002; Lihua Ning; Ziku Wu (IEEE Access, 2020)

An Adaptive Detail Equalization for Infrared Image Enhancement Based on Multi-Scale Convolution. - Haoxiang Lu; Zhenbing Liu; Xipeng Pan (IEEE Access, 2020)

On Open-Set, High-Fidelity and Identity-Specific Face Transformation. - Longhao Zhang; Xipeng Pan; Huihua Yang; Lingqiao Li (IEEE Access, 2020)

Multi-task deep learning for fine-grained classification and grading in breast cancer histopathological images. - Lingqiao Li; Xipeng Pan; Huihua Yang; Zhenbing Liu; Yubei He; Zhongming Li; Yong-Xian Fan; Zhiwei Cao; Longhao Zhang (Multim. Tools Appl., 2020)

A Novel Ray-Casting Algorithm Using Dynamic Adaptive Sampling. - Huadeng Wang; Guang Xu; Xipeng Pan; Zhenbing Liu; Rushi Lan; Xiaonan Luo (Wirel. Commun. Mob. Comput., 2020)

Deep Adversarial Image Synthesis for Nuclei Segmentation of Histopathology Image. - Jijun Cheng; Zimin Wang; Zhenbing Liu; Zhengyun Feng; Huadeng Wang; Xipeng Pan (ACCC, 2021)

DECNet: A Dual-stream Edge Complementary Network for Retinal Vessel Segmentation. - Weijin Xu; Huihua Yang; Mingying Zhang; Xipeng Pan; Wentao Liu 004; Songlin Yan (BIBM, 2021)

On-Site Identification of Counterfeit Drugs Based on Near-Infrared Spectroscopy Siamese-Network Modeling. - An-Bing Zheng; Hui-Hua Yang; Xipeng Pan; Li-Hui Yin; Yan-Chun Feng (IEEE Access, 2021)

Mitosis detection techniques in H&E stained breast cancer pathological images: A comprehensive review. - Xipeng Pan; Yinghua Lu; Rushi Lan; Zhenbing Liu; Zujun Qin; Huadeng Wang; Zaiyi Liu (Comput. Electr. Eng., 2021)

Dynamic adaptive residual network for liver CT image segmentation. - Xiwang Xie; Weidong Zhang 007; Huadeng Wang; Lingqiao Li; Zhengyun Feng; Zhizhen Wang; Zimin Wang; Xipeng Pan (Comput. Electr. Eng., 2021)

Color correction and adaptive contrast enhancement for underwater image enhancement. - Weidong Zhang 007; Xipeng Pan; Xiwang Xie; Lingqiao Li; Zimin Wang; Chu Han (Comput. Electr. Eng., 2021)

Multi-Layer Pseudo-Supervision for Histopathology Tissue Semantic Segmentation using Patch-level Classification Labels. - Chu Han; Jiatai Lin; Jinhai Mai; Yi Wang 031; Qingling Zhang 006; Bingchao Zhao; Xin Chen 058; Xipeng Pan; Zhenwei Shi; Xiaowei Xu; Su Yao; Lixu Yan; et al. (CoRR, 2021)

PDBL: Improving Histopathological Tissue Classification with Plug-and-Play Pyramidal Deep-Broad Learning. - Jiatai Lin; Guoqiang Han; Xipeng Pan; Hao Chen 011; Danyi Li; Xiping Jia; Zhenwei Shi; Zhizhen Wang; Yanfen Cui; Haiming Li; Changhong Liang; Li Liang; et al. (CoRR, 2021)

Region- and Pixel-Level Multi-Focus Image Fusion through Convolutional Neural Networks. - Wenyi Zhao; Huihua Yang; Jie Wang; Xipeng Pan; Zhiwei Cao (Mob. Networks Appl., 2021)

Identification of Multi-Class Drugs Based on Near Infrared Spectroscopy and Bidirectional Generative Adversarial Networks. - An-Bing Zheng; Huihua Yang; Xipeng Pan; Li-Hui Yin; Yan-Chun Feng (Sensors, 2021)

S2-aware network for visual recognition. - Wenyi Zhao; Huihua Yang; Xipeng Pan; Lingqiao Li (Signal Process. Image Commun., 2021)

Multiscale Anchor-Free Region Proposal Network for Pedestrian Detection. - Zhiwei Cao; Huihua Yang; Weijin Xu; Juan Zhao 009; Lingqiao Li; Xipeng Pan (Wirel. Commun. Mob. Comput., 2021)

Multiscale Attention Aggregation Network for 2D Vessel Segmentation. - Wentao Liu 004; Huihua Yang; Tong Tian; Xipeng Pan; Weijin Xu (ICASSP, 2022)

Retinal Vessel Segmentation with VAE Reconstruction and Multi-Scale Context Extractor. - Weijin Xu; Huihua Yang; Mingying Zhang; Xipeng Pan; Wentao Liu 004; Songlin Yan (ISBI, 2022)

PHTrans: Parallelly Aggregating Global and Local Representations for Medical Image Segmentation. - Wentao Liu 004; Tong Tian; Weijin Xu; Huihua Yang; Xipeng Pan; Songlin Yan; Lemeng Wang (MICCAI (5), 2022)

Multi-task generative adversarial learning for nuclei segmentation with dual attention and recurrent convolution. - Huadeng Wang; Guang Xu; Xipeng Pan; Zhenbing Liu; Rushi Lan; Xiaonan Luo (Biomed. Signal Process. Control., 2022)

Brain tumor segmentation with corner attention and high-dimensional perceptual loss. - Weijin Xu; Huihua Yang; Mingying Zhang; Zhiwei Cao; Xipeng Pan; Wentao Liu 004 (Biomed. Signal Process. Control., 2022)

Spatial-spectral feature extraction of hyperspectral images for wheat seed identification. - Songlin Jin; Weidong Zhang 007; Pengfei Yang; Ying Zheng; Jinliang An; Ziyang Zhang; Peixin Qu; Xipeng Pan (Comput. Electr. Eng., 2022)

Attention-inception-based U-Net for retinal vessel segmentation with advanced residual. - Huadeng Wang; Guang Xu; Xipeng Pan; Zhenbing Liu; Ningning Tang; Rushi Lan; Xiaonan Luo (Comput. Electr. Eng., 2022)

MCI-Net: Multi-scale context integrated network for liver CT image segmentation. - Xiwang Xie; Xipeng Pan; Feng Shao 003; Weidong Zhang 007; Jubai An (Comput. Electr. Eng., 2022)

A context hierarchical integrated network for medical image segmentation. - Xiwang Xie; Xipeng Pan; Weidong Zhang 007; Jubai An (Comput. Electr. Eng., 2022)

Multi-feature embedded learning SVM for cloud detection in remote sensing images. - Weidong Zhang 007; Songlin Jin; Ling Zhou 003; Xiwang Xie; Fangyuan Wang; Lili Jiang; Ying Zheng; Peixin Qu; Guohou Li; Xipeng Pan (Comput. Electr. Eng., 2022)

RestainNet: A self-supervised digital re-stainer for stain normalization. - Bingchao Zhao; Chu Han; Xipeng Pan; Jiatai Lin; Zongjian Yi; Changhong Liang; Xin Chen 058; Bingbing Li; Weihao Qiu; Danyi Li; Li Liang; Ying Wang; et al. (Comput. Electr. Eng., 2022)

Single-branch self-supervised learning with hybrid tasks. - Wenyi Zhao; Xipeng Pan; Yibo Xu; Huihua Yang (Comput. Electr. Eng., 2022)

A Standardized Pipeline for Colon Nuclei Identification and Counting Challenge. - Jijun Cheng; Xipeng Pan; Feihu Hou; Bingchao Zhao; Jiatai Lin; Zhenbing Liu; Zaiyi Liu; Chu Han (CoRR, 2022)

PHTrans: Parallelly Aggregating Global and Local Representations for Medical Image Segmentation. - Wentao Liu 004; Tong Tian; Weijin Xu; Huihua Yang; Xipeng Pan (CoRR, 2022)

WSSS4LUAD: Grand Challenge on Weakly-supervised Tissue Semantic Segmentation for Lung Adenocarcinoma. - Chu Han; Xipeng Pan; Lixu Yan; Huan Lin; Bingbing Li; Su Yao; Shanshan Lv; Zhenwei Shi; Jinhai Mai; Jiatai Lin; Bingchao Zhao; Zeyan Xu; et al. (CoRR, 2022)

HoVer-Trans: Anatomy-aware HoVer-Transformer for ROI-free Breast Cancer Diagnosis in Ultrasound Images. - Yuhao Mo; Chu Han; Yu Liu; Min Liu; Zhenwei Shi; Jiatai Lin; Bingchao Zhao; Chunwang Huang; Bingjiang Qiu; Yanfen Cui; Lei Wu; Xipeng Pan; et al. (CoRR, 2022)

A Novel Dataset and a Deep Learning Method for Mitosis Nuclei Segmentation and Classification. - Huadeng Wang; Zhipeng Liu; Rushi Lan; Zhenbing Liu; Xiaonan Luo; Xipeng Pan; Bingbing Li (CoRR, 2022)

Straw return and organic fertilizers instead of chemical fertilizers on growth, yield and quality of rice. - Tingda Wu; Chao Li; Xu Xing; Xipeng Pan; Changhui Liu; Yijing Tian; Ziyu Wang; Junshi Zhao; Jianping Wang; Bing He (Earth Sci. Informatics, 2022)

LESSL: Can LEGO sampling and collaborative optimization contribute to self-supervised learning? - Wenyi Zhao; Weidong Zhang 007; Xipeng Pan; Peixian Zhuang; Xiwang Xie; Lingqiao Li; Huihua Yang (Inf. Sci., 2022)

Diagnosis of Alzheimer's disease via an attention-based multi-scale convolutional neural network. - Zhenbing Liu; Haoxiang Lu; Xipeng Pan; Mingchang Xu; Rushi Lan; Xiaonan Luo (Knowl. Based Syst., 2022)

Multi-layer pseudo-supervision for histopathology tissue semantic segmentation using patch-level classification labels. - Chu Han; Jiatai Lin; Jinhai Mai; Yi Wang 031; Qingling Zhang 006; Bingchao Zhao; Xin Chen 058; Xipeng Pan; Zhenwei Shi; Zeyan Xu; Su Yao; Lixu Yan; et al. (Medical Image Anal., 2022)

Meta multi-task nuclei segmentation with fewer training samples. - Chu Han; Huasheng Yao; Bingchao Zhao; Zhenhui Li; Zhenwei Shi; Lei Wu; Xin Chen 058; Jinrong Qu; Ke Zhao; Rushi Lan; Changhong Liang; Xipeng Pan; et al. (Medical Image Anal., 2022)

FDMLNet: A Frequency-Division and Multiscale Learning Network for Enhancing Low-Light Image. - Haoxiang Lu; Junming Gong; Zhenbing Liu; Rushi Lan; Xipeng Pan (Sensors, 2022)

Full-Resolution Network and Dual-Threshold Iteration for Retinal Vessel and Coronary Angiograph Segmentation. - Wentao Liu 004; Huihua Yang; Tong Tian; Zhiwei Cao; Xipeng Pan; Weijin Xu; Yang Jin; Feng Gao (IEEE J. Biomed. Health Informatics, 2022)

PDBL: Improving Histopathological Tissue Classification With Plug-and-Play Pyramidal Deep-Broad Learning. - Jiatai Lin; Guoqiang Han; Xipeng Pan; Zaiyi Liu; Hao Chen 011; Danyi Li; Xiping Jia; Zhenwei Shi; Zhizhen Wang; Yanfen Cui; Haiming Li; Changhong Liang; et al. (IEEE Trans. Medical Imaging, 2022)

Dual Branch Fusion Network for Pathological Image Classification with Extreme Different Image Size. - Shilong Song; Zhengyun Feng; Mingwei Chen; Xinjun Bian; Jiale Chen; Siyang Feng; Xipeng Pan (ACPR (2), 2023)

Improved YOLOX Framework for Automatic Large Intracranial Artery Stenosis Detection in Digital Subtraction Angiography Images. - Weijin Xu; Huihua Yang; Tao Tan 002; Wentao Liu 004; Feng Gao; Yiming Deng; Xipeng Pan; Ruisheng Su (BIBM, 2023)

CoNIC Challenge: Pushing the Frontiers of Nuclear Detection, Segmentation, Classification and Counting. - Simon Graham; Quoc Dang Vu; Mostafa Jahanifar; Martin Weigert 001; Uwe Schmidt; Wenhua Zhang; Jun Zhang 018; Sen Yang 006; Jinxi Xiang; Xiyue Wang; Josef Lorenz Rumberger; Elias Baumann; et al. (CoRR, 2023)

DIAS: A Comprehensive Benchmark for DSA-sequence Intracranial Artery Segmentation. - Wentao Liu 004; Tong Tian; Lemeng Wang; Weijin Xu; Haoyuan Li; Wenyi Zhao; Xipeng Pan; Huihua Yang; Feng Gao; Yiming Deng; Ruisheng Su (CoRR, 2023)

Rethinking Mitosis Detection: Towards Diverse Data and Feature Representation. - Hao Wang; Jiatai Lin; Danyi Li; Jing Wang; Bingchao Zhao; Zhenwei Shi; Xipeng Pan; Huadeng Wang; Bingbing Li; Changhong Liang; Guoqiang Han; Li Liang; et al. (CoRR, 2023)

CKD-TransBTS: Clinical Knowledge-Driven Hybrid Transformer With Modality-Correlated Cross-Attention for Brain Tumor Segmentation. - Jianwei Lin; Jiatai Lin; Cheng Lu 001; Hao Chen 011; Huan Lin; Bingchao Zhao; Zhenwei Shi; Bingjiang Qiu; Xipeng Pan; Zeyan Xu; Biao Huang 008; Changhong Liang; et al. (IEEE Trans. Medical Imaging, 2023)

CANet: Context aware network with dual-stream pyramid for medical image segmentation. - Xiwang Xie; Weidong Zhang 007; Xipeng Pan; Lijie Xie; Feng Shao 003; Wenyi Zhao; Jubai An (Biomed. Signal Process. Control., 2023)

Feature selection and cascade dimensionality reduction for self-supervised visual representation learning. - Peixin Qu; Songlin Jin; Yongqin Tian; Ling Zhou 003; Ying Zheng; Weidong Zhang 007; Yibo Xu; Xipeng Pan; Wenyi Zhao (Comput. Electr. Eng., 2023)

MCANet: Multi-channel attention network with multi-color space encoder for underwater image classification. - Guohou Li; Fangyuan Wang; Ling Zhou 003; Songlin Jin; Xiwang Xie; Chang Ding; Xipeng Pan; Weidong Zhang 007 (Comput. Electr. Eng., 2023)

Retinex-inspired contrast stretch and detail boosting for lowlight image enhancement. - Haoxiang Lu; Zhenbing Liu; Rushi Lan; Xipeng Pan; Junming Gong (IET Image Process., 2023)

PCRTAM-Net: A Novel Pre-Activated Convolution Residual and Triple Attention Mechanism Network for Retinal Vessel Segmentation. - Huadeng Wang; Zi-Zheng Li; Idowu Paul Okuwobi; Bingbing Li; Xipeng Pan; Zhenbing Liu; Rushi Lan; Xiao-Nan Luo (J. Comput. Sci. Technol., 2023)

HoVer-Trans: Anatomy-Aware HoVer-Transformer for ROI-Free Breast Cancer Diagnosis in Ultrasound Images. - Yuhao Mo; Chu Han; Yu Liu; Min Liu; Zhenwei Shi; Jiatai Lin; Bingchao Zhao; Chunwang Huang; Bingjiang Qiu; Yanfen Cui; Lei Wu; Xipeng Pan; et al. (IEEE Trans. Medical Imaging, 2023)

Artificial intelligence-quantified tumour-lymphocyte spatial interaction predicts disease-free survival in resected lung adenocarcinoma: A graph-based, multicentre study. - Zhengyun Feng; Huan Lin; Zaiyi Liu; Lixu Yan; Yumeng Wang; Bingbing Li; Entao Liu; Chu Han; Zhenwei Shi; Cheng Lu 001; Zhenbing Liu; Cheng Pang; et al. (Comput. Methods Programs Biomed., 2023)

SMILE: Cost-sensitive multi-task learning for nuclear segmentation and classification with imbalanced annotations. - Xipeng Pan; Jijun Cheng; Feihu Hou; Rushi Lan; Cheng Lu 001; Lingqiao Li; Zhengyun Feng; Huadeng Wang; Changhong Liang; Zhenbing Liu; Xin Chen 058; Chu Han; et al. (Medical Image Anal., 2023)

DPACFuse: Dual-Branch Progressive Learning for Infrared and Visible Image Fusion with Complementary Self-Attention and Convolution. - Huayi Zhu; Heshan Wu; Xiaolong Wang; Dongmei He; Zhenbing Liu; Xipeng Pan (Sensors, 2023)

Tensor based low rank representation of hyperspectral images for wheat seeds varieties identification. - Jinliang An; Chen Zhang; Ling Zhou 003; Songlin Jin; Ziyang Zhang; Wenyi Zhao; Xipeng Pan; Weidong Zhang 007 (Comput. Electr. Eng., 2023)

Image reconstruction method for electrical impedance tomography based on RBF and attention mechanism. - Qinghe Dong; Yunjia Zhang; Qian He; Chuanpei Xu; Xipeng Pan (Comput. Electr. Eng., 2023)

CSKNN: Cost-sensitive K-Nearest Neighbor using hyperspectral imaging for identification of wheat varieties. - Songlin Jin; Fengfan Zhang; Ying Zheng; Ling Zhou 003; Xiangang Zuo; Ziyang Zhang; Wenyi Zhao; Weidong Zhang 007; Xipeng Pan (Comput. Electr. Eng., 2023)

FedCL: Federated contrastive learning for multi-center medical image classification. - Zhenbing Liu; Fengfeng Wu; Yumeng Wang; Mengyu Yang; Xipeng Pan (Pattern Recognit., 2023)

Underwater image enhancement via complementary advantage fusion of global and local contrast. - Ling Zhou 003; Qingmin Liu; Yuqian Fan; Xiaoyu Song; Xipeng Pan; Weidong Zhang 007 (Comput. Electr. Eng., 2023)

EOFD-Net: Edge Optimization and Feature Denoising for Weakly Supervised Deep Nuclei Segmentation with Point Annotations. - Xipeng Pan; Feihu Hou; Zhenbing Liu; Siyang Feng; Rushi Lan (ICASSP, 2024)

Gland Segmentation Via Dual Encoders and Boundary-Enhanced Attention. - Huadeng Wang; Jiejiang Yu; Bingbing Li; Xipeng Pan; Zhenbing Liu; Rushi Lan; Xiaonan Luo (ICASSP, 2024)

Semantic Guided Multi-feature Awared Network for Self-supervised Learning. - Yuhan Li; Ningyuan Li 002; Xipeng Pan; Wenyi Zhao; Weidong Zhang 007; Lingqiao Li; Mu Yang; Huihua Yang (ISAIR (1), 2024)

Mining Gold from the Sand: Weakly Supervised Histological Tissue Segmentation with Activation Relocalization and Mutual Learning. - Siyang Feng; Jiale Chen; Zhenbing Liu; Wentao Liu 004; Zimin Wang; Rushi Lan; Xipeng Pan (MICCAI (8), 2024)

PG-MLIF: Multimodal Low-Rank Interaction Fusion Framework Integrating Pathological Images and Genomic Data for Cancer Prognosis Prediction. - Xipeng Pan; Yajun An; Rushi Lan; Zhenbing Liu; Zaiyi Liu; Cheng Lu 001; Huihua Yang (MICCAI (3), 2024)

Semi-supervised Gland Segmentation via Label Purification and Reliable Pixel Learning. - Huadeng Wang; Lingqi Zeng; Jiejiang Yu; Bingbing Li; Xipeng Pan; Rushi Lan; Xiaonan Luo (PRCV (15), 2024)

LesionMix data enhancement and entropy minimization for semi-supervised lesion segmentation of lung cancer. - Xipeng Pan; Mingwei Chen; Huan Lin; Xinjun Bian; Siyang Feng; Jiale Chen; Lin Wang; Xin Chen 058; Zaiyi Liu; Rushi Lan (Appl. Soft Comput., 2024)

Incomplete label error correction and group joint learning for gland segmentation. - Huadeng Wang; Ruitao Liu; Lingqi Zeng; Wenbin Zuo; Bingbing Li; Xipeng Pan; Rushi Lan; Xiaonan Luo (Biomed. Signal Process. Control., 2024)

DBANet: Dual-branch Attention Network for hyperspectral remote sensing image classification. - Zexu Li; Gongchao Chen; Guohou Li; Ling Zhou 003; Xipeng Pan; Wenyi Zhao; Weidong Zhang 007 (Comput. Electr. Eng., 2024)

PA-Net: A phase attention network fusing venous and arterial phase features of CT images for liver tumor segmentation. - Zhenbing Liu; Junfeng Hou; Xipeng Pan; Ruojie Zhang; Zhenwei Shi (Comput. Methods Programs Biomed., 2024)

Image-Guided Autonomous Guidewire Navigation in Robot-Assisted Endovascular Interventions using Reinforcement Learning. - Wentao Liu 004; Tong Tian; Weijin Xu; Bowen Liang; Qingsheng Lu; Xipeng Pan; Wenyi Zhao; Huihua Yang; Ruisheng Su (CoRR, 2024)

UDCR: Unsupervised Aortic DSA/CTA Rigid Registration Using Deep Reinforcement Learning and Overlap Degree Calculation. - Wentao Liu 004; Bowen Liang; Weijin Xu; Tong Tian; Qingsheng Lu; Xipeng Pan; Haoyuan Li; Siyu Tian; Huihua Yang; Ruisheng Su (CoRR, 2024)

DIAS: A dataset and benchmark for intracranial artery segmentation in DSA sequences. - Wentao Liu 004; Tong Tian; Lemeng Wang; Weijin Xu; Lei Li; Haoyuan Li; Wenyi Zhao; Siyu Tian; Xipeng Pan; Yiming Deng; Feng Gao; Huihua Yang; et al. (Medical Image Anal., 2024)

Blood Vessel Segmentation via Topology Interaction and Contrast. - Huadeng Wang; Wenbin Zuo; Xipeng Pan; Rushi Lan; Xiaonan Luo (IEEE Signal Process. Lett., 2024)

Revamping Blood Vessel Edge-Buffer Labels: A Self-Correcting Region Supervision. - Wenbin Zuo; Huadeng Wang; Xipeng Pan; Rushi Lan; Xiaonan Luo (IEEE Signal Process. Lett., 2024)

A novel dataset and a two-stage mitosis nuclei detection method based on hybrid anchor branch. - Huadeng Wang; Hao Xu; Bingbing Li; Xipeng Pan; Lingqi Zeng; Rushi Lan; Xiaonan Luo (Biomed. Signal Process. Control., 2024)

Enhancing infrared images via multi-resolution contrast stretching and adaptive multi-scale detail boosting. - Haoxiang Lu; Zhenbing Liu; Xipeng Pan; Rushi Lan; Wenhao Wang (Vis. Comput., 2024)

AcFusion: Infrared and Visible Image Fusion Based on Self-Attention and Convolution With Enhanced Information Extraction. - Huayi Zhu; Heshan Wu; Dongmei He; Rushi Lan; Zhenbing Liu; Xipeng Pan (IEEE Trans. Consumer Electron., 2024)

ERNet: Edge Regularization Network for Cerebral Vessel Segmentation in Digital Subtraction Angiography Images. - Weijin Xu; Huihua Yang; Yinghuan Shi; Tao Tan 002; Wentao Liu 004; Xipeng Pan; Yiming Deng; Feng Gao; Ruisheng Su (IEEE J. Biomed. Health Informatics, 2024)

Dilation-Supervised Learning: A Novel Strategy for Scale Difference in Retinal Vessel Segmentation. - Huadeng Wang; Wenbin Zuo; Bingbing Li; Xipeng Pan; Zhenbing Liu; Rushi Lan; Xiaonan Luo (IEEE Trans. Artif. Intell., 2024)

Underwater Image Enhancement via Weighted Wavelet Visual Perception Fusion. - Weidong Zhang 007; Ling Zhou 003; Peixian Zhuang; Guohou Li; Xipeng Pan; Wenyi Zhao; Chongyi Li (IEEE Trans. Circuits Syst. Video Technol., 2024)

Learning What and Where to Learn: A New Perspective on Self-Supervised Learning. - Wenyi Zhao; Lu Yang 006; Weidong Zhang 007; Yongqin Tian; Wenhe Jia; Wei Li 243; Mu Yang; Xipeng Pan; Huihua Yang (IEEE Trans. Circuits Syst. Video Technol., 2024)

CA-MLIF: Cross-Attention and Multimodal Low-Rank Interaction Fusion Framework for Tumor Prognostic Prediction. - Yajun An; Jiale Chen; Huan Lin; Zhenbing Liu; Siyang Feng; Hualong Zhang; Rushi Lan; Zaiyi Liu; Xipeng Pan (AAAI, 2025)

Weakly Supervised Gland Segmentation with Class Semantic Consistency and Purified Labels Filtration. - Siyang Feng; Huadeng Wang; Chu Han; Zhenbing Liu; Hualong Zhang; Rushi Lan; Xipeng Pan (AAAI, 2025)

Weakly supervised nuclei segmentation based on pseudo label correction and uncertainty denoising. - Xipeng Pan; Shilong Song; Zhenbing Liu; Huadeng Wang; Lingqiao Li; Haoxiang Lu; Rushi Lan; Xiaonan Luo (Artif. Intell. Medicine, 2025)

Uncertainty-guided cross teaching semi-supervised framework for histopathology image segmentation with curriculum self-training. - Rui Xu; Nan Zhou; Siyang Feng; Zhenbing Liu; Huahu Deng; Yajun An; Jian Li; Chu Han; Zaiyi Liu; Rushi Lan; Cheng Lu 001; Xipeng Pan (Appl. Soft Comput., 2025)

Data-efficient federated semi-supervised learning framework via pseudo supervision refinement strategy for lung tumor segmentation. - Weixing Li; Xipeng Pan; Zhen Zhang 058; Guangyao Wu; Guanchao Ye; Leonard Wee; Andre Dekker; Chu Han; Lei Shi; Zaiyi Liu; Zhenbing Liu; Zhenwei Shi (Biomed. Signal Process. Control., 2025)

PIF-Net: A parallel interweave fusion network for knee joint segmentation. - Xiwang Xie; Lijie Xie; Xipeng Pan; Feng Shao 003; Wenyi Zhao; Jubai An (Biomed. Signal Process. Control., 2025)

A novel dataset and a two-stage deep learning method for breast cancer mitosis nuclei identification. - Huadeng Wang; Zhipeng Liu; Xipeng Pan; Kang Yu; Rushi Lan; Junlin Guan; Bingbing Li (Digit. Signal Process., 2025)

Weakly supervised histopathology tissue semantic segmentation with multi-scale voting and online noise suppression. - Xipeng Pan; Hualong Zhang; Huahu Deng; Huadeng Wang; Lingqiao Li; Zhenbing Liu; Lin Wang; Yajun An; Cheng Lu 001; Zaiyi Liu; Chu Han; Rushi Lan (Eng. Appl. Artif. Intell., 2025)

Label-efficient transformer-based framework with self-supervised strategies for heterogeneous lung tumor segmentation. - Zhenbing Liu; Weixing Li; Yanfen Cui; Xin Chen 058; Xipeng Pan; Guanchao Ye; Guangyao Wu; Yongde Liao; Leroy Volmer; Leonard Wee; Andre Dekker; Chu Han; et al. (Expert Syst. Appl., 2025)

Multi-layer Feature Fusion and Coarse-to-fine Label Learning for Semi-supervised Lesion Segmentation of Lung Cancer. - Jiale Chen; Siyang Feng; Yanfen Cui; Chuansong Fan; Huan Lin; Xinjun Bian; Lingqiao Li; Zhenbing Liu; Zaiyi Liu; Rushi Lan; Xipeng Pan (Knowl. Based Syst., 2025)

CVFSNet: A Cross View Fusion Scoring Network for end-to-end mTICI scoring. - Weijin Xu; Tao Tan 002; Huihua Yang; Wentao Liu 004; Yifu Chen; Ling Zhang; Xipeng Pan; Feng Gao; Yiming Deng; Theo van Walsum; Matthijs van der Sluijs; Ruisheng Su (Medical Image Anal., 2025)

Leveraging multi-level regularization for efficient Domain Adaptation of Black-box Predictors. - Wei Li 243; Wenyi Zhao; Xipeng Pan; Pengcheng Zhou; Huihua Yang (Pattern Recognit., 2025)

FFENet: Learning Frequency Features for Low-Light Enhancement. - Zhenbing Liu; Junming Gong; Haoxiang Lu; Xipeng Pan; Rushi Lan (IEEE Trans. Instrum. Meas., 2025)

AGANet: Attention-Guided Generative Adversarial Network for Corn Hyperspectral Images Augmentation. - Weidong Zhang 007; Zexu Li; Guohou Li; Ling Zhou 003; Wenyi Zhao; Xipeng Pan (IEEE Trans. Consumer Electron., 2025)

Semi-Supervised Gland Segmentation via Feature-Enhanced Contrastive Learning and Dual-Consistency Strategy. - Jiejiang Yu; Bingbing Li; Xipeng Pan; Zhenwei Shi; Huadeng Wang; Rushi Lan; Xiaonan Luo (IEEE J. Biomed. Health Informatics, 2025)