New hierarchical approach for microaneurysms detection with matched filter and machine learning. - Jiayi Wu 002; Jingmin Xin; Lai Hong; Jane You; Nanning Zheng 001 (EMBC, 2015)

SVM learning from imbalanced microanuerysm candidate datasets used feature selection by gini index. - Jiayi Wu 002; Jingmin Xin; Nanning Zheng 001 (ICIA, 2015)

SVM classification of microaneurysms with imbalanced dataset based on borderline-SMOTE and data cleaning techniques. - Qingjie Wang; Jingmin Xin; Jiayi Wu 002; Nanning Zheng 001 (ICMV, 2016)

Semi-supervised Adversarial Learning for Diabetic Retinopathy Screening. - Sijie Liu; Jingmin Xin; Jiayi Wu 002; Peiwen Shi (OMIA@MICCAI, 2019)

Triple Multi-scale Adversarial Learning with Self-attention and Quality Loss for Unpaired Fundus Fluorescein Angiography Synthesis. - Zhuotong Cai; Jingmin Xin; Jiayi Wu 002; Sijie Liu; Weiliang Zuo; Nanning Zheng 001 (EMBC, 2020)

DSTUNet: UNet with Efficient Dense SWIN Transformer Pathway for Medical Image Segmentation. - Zhuotong Cai; Jingmin Xin; Peiwen Shi; Jiayi Wu 002; Nanning Zheng 001 (ISBI, 2022)

Meta Pixel Loss Correction for Medical Image Segmentation with Noisy Labels. - Zhuotong Cai; Jingmin Xin; Peiwen Shi; Sanping Zhou; Jiayi Wu 002; Nanning Zheng 001 (MILLanD@MICCAI, 2022)

Cervical Cytology Classification with Coarse Labels Based on Two-Stage Weakly Supervised Contrastive Learning Framework. - Siyi Chai; Jingmin Xin; Jiayi Wu 002; Hongxuan Yu; Zhaohai Liang; Yong Ma; Nanning Zheng 001 (BIBM, 2023)

Lymphoma Recognition in Histology Image of Gastric Mucosal Biopsy with Prototype Learning. - Jichen Xu; Jingmin Xin; Peiwen Shi; Jiayi Wu 002; Zheng Cao; Xiaoli Feng; Nanning Zheng 001 (EMBC, 2023)

A Space-Refine Paradigm for Automatic Carotid Artery Centerline Extraction in Magnetic Resonance Imaging. - Pu Zhang 001; Jingmin Xin; Jiayi Wu 002; Nanning Zheng 001 (EMBC, 2023)

Multi-view Contour-constrained Transformer Network for Thin-cap Fibroatheroma Identification. - Sijie Liu; Jingmin Xin; Jiayi Wu 002; Yangyang Deng; Ruisheng Su; Wiro J. Niessen; Nanning Zheng 001; Theo van Walsum (Neurocomputing, 2023)

RCNet: A Redundant Compression Network Using Information Bottleneck for Pathology Whole Slide Image Classification. - Hongxuan Yu; Jiayi Wu 002; Jichen Xu; Shuhao Wang; Wei Wang; Siyi Chai; Jingmin Xin (BIBM, 2024)

MTA-Net: A Multi-task Assisted Network for Whole-Body Lymphoma Segmentation. - Zhaohai Liang; Jiayi Wu 002; Siyi Chai; Yingkai Wang; Chengdong Li; Cong Shen; Jingmin Xin (AIAI (1), 2024)

DPD-Net: Dual-path Proposal Discriminative Network for abnormal cell detection in cervical cytology images. - Siyi Chai; Jingmin Xin; Jiayi Wu 002; Hongxuan Yu; Zhaohai Liang; Yong Ma; Nanning Zheng 001 (Biomed. Signal Process. Control., 2024)

An automated framework for brain vessel centerline extraction from CTA images. - Sijie Liu; Ruisheng Su; Jianghang Su; Jingmin Xin; Jiayi Wu 002; Wim H. van Zwam; Pieter Jan van Doormaal; Aad van der Lugt; Wiro J. Niessen; Nanning Zheng 001; Theo van Walsum (CoRR, 2024)

Learning from open-set noisy labels based on multi-prototype modeling. - Yue Zhang; Yiyi Chen; Chaowei Fang; Qian Wang; Jiayi Wu 002; Jingmin Xin (Pattern Recognit., 2025)

Mind the Gap: Aligning Vision Foundation Models to Image Feature Matching. - Yuhan Liu; Jingwen Fu; Yang Wu 001; Kangyi Wu; Pengna Li; Jiayi Wu 002; Sanping Zhou; Jingmin Xin (CoRR, 2025)