Zexuan Ji

Nanjing University of Science and Technology — China

Computer Science · Physical Sciences

29h-index3.3kcitations141works12.62yr avg
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Research Topics

Medical Image Segmentation Techniques(52), Retinal Imaging and Analysis(39), Image Retrieval and Classification Techniques(35), Advanced Image and Video Retrieval Techniques(24), Retinal Diseases and Treatments(22)

Publications141 total

Test-time generative augmentation for medical image segmentation
Medical Image Analysis·2025
LKCA-Net: Hybrid large kernel and clustering attention network for medical image segmentation
Biomedical Signal Processing and Control·2025
Grouped multi-scale vision transformer for medical image segmentation
Scientific Reports·2025· 5 citedOpen Access
BDFormer: Boundary-aware dual-decoder transformer for skin lesion segmentation
Artificial Intelligence in Medicine·2025· 15 cited
ProSe: Decoupling Knowledge via Prototype-based Selection for Data-Incremental Object Detection
SSRN Electronic Journal·2025Open Access
Shared Hybrid Attention Transformer network for colon polyp segmentation
Neurocomputing·2024· 7 cited
SAVE: Encoding spatial interactions for vision transformers
Image and Vision Computing·2024· 2 cited
Progressive Group Convolution Fusion network for colon polyp segmentation
Biomedical Signal Processing and Control·2024· 13 cited
Test-time generative augmentation for medical image segmentation
arXiv (Cornell University)·2024· 1 citedOpen Access
Diagnostic value of routine blood tests in differentiating between SARS-CoV-2, influenza A, and RSV infections in hospitalized children: a retrospective study
BMC Pediatrics·2024· 7 citedOpen Access
Mirrored X-Net: Joint classification and contrastive learning for weakly supervised GA segmentation in SD-OCT
Pattern Recognition·2024· 7 cited
Deep Multi-Instance Conv-Transformer Frameworks for Landmark-Based Brain MRI Classification
Electronics·2024· 8 citedOpen Access
Controllable editing via diffusion inversion on ultra-widefield fluorescein angiography for the comprehensive analysis of diabetic retinopathy
Biomedical Optics Express·2024· 2 citedOpen Access
OCTA-500: A retinal dataset for optical coherence tomography angiography study
Medical Image Analysis·2024· 130 cited
Effective Polyp Segmentation in Medical Imaging: A Semi-Supervised Approach with Progressive Supervision
2024
Sparse Coding Inspired LSTM and Self-Attention Integration for Medical Image Segmentation
IEEE Transactions on Image Processing·2024· 5 cited
CBAV-Loss: Crossover and Branch Losses for Artery-Vein Segmentation in OCTA Images
Lecture notes in computer science·2023· 2 cited
Liver Segmentation via Learning Cross-Modality Content-Aware Representation
Lecture notes in computer science·2023
Diagnostic value of routine blood tests in differentiating between SARS-CoV-2, influenza A, and RSV infections in hospitalized children: A Retrospective Study
Research Square (Research Square)·2023Open Access
Stitching Transformer and Convolution in U-Net for Medical Image Segmentation
2023· 1 cited
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Frequent Co-authors

Quansen Sun(24), Qiang Chen(23), Songtao Yuan(15), Wen Fan(11), Sijie Niu(10), Daniel L. Rubin(6), Mingchao Li(6), Xia De-shen(6), Yuhan Zhang(6), Qinghuai Liu(6), Yong Xia(6), Qiang Chen(6), Tao Wang(6), Jian Yang(5), Keren Xie(4), Dagan Feng(4), Theodore Leng(4), Peng Fu(4), Yunhao Yuan(3), Tao Wang(3)