Table of Contents

• Growth Simulation Network for Polyp SegmentationHongbin Wei, Xiaoqi Zhao, Long Lv, Lihe Zhang, Weibing Sun, Huchuan Lu. 3-15 [doi]
• Brain Diffuser: An End-to-End Brain Image to Brain Network PipelineXuhang Chen 0002, Baiying Lei, Chi-Man Pun, Shuqiang Wang. 16-26 [doi]
• CCJ-SLC: A Skin Lesion Image Classification Method Based on Contrastive Clustering and Jigsaw PuzzleYuwei Zhang, Guoyan Xu, Chunyan Wu. 27-39 [doi]
• A Real-Time Network for Fast Breast Lesion Detection in Ultrasound VideosQian Dai, Junhao Lin, Weibin Li, Liansheng Wang. 40-50 [doi]
• CBAV-Loss: Crossover and Branch Losses for Artery-Vein Segmentation in OCTA ImagesZetian Zhang, Xiao Ma 0011, Zexuan Ji, Na Su, Songtao Yuan, Qiang Chen 0004. 51-60 [doi]
• Leveraging Data Correlations for Skin Lesion ClassificationJunzhao Hao, Chao Tan, Qinkai Yang, Jing Cheng, Genlin Ji. 61-72 [doi]
• CheXNet: Combing Transformer and CNN for Thorax Disease Diagnosis from Chest X-ray ImagesXin Wu, Yue Feng, Hong Xu 0003, Zhuosheng Lin, Shengke Li, Shihan Qiu, Qichao Liu, Yuangang Ma. 73-84 [doi]
• Cross Attention Multi Scale CNN-Transformer Hybrid Encoder Is General Medical Image LearnerRong-Zhou Kuo, Junfeng Yao, Qingqi Hong, Xingxin Li, Xianpeng Cao. 85-97 [doi]
• Weakly/Semi-supervised Left Ventricle Segmentation in 2D Echocardiography with Uncertain Region-Aware Contrastive LearningYanda Meng, Yuchen Zhang, Jianyang Xie, Jinming Duan, Yitian Zhao, Yalin Zheng. 98-109 [doi]
• Spatial-Temporal Graph Convolutional Network for Insomnia Classification via Brain Functional Connectivity Imaging of rs-fMRIWenjun Zhou, Weicheng Luo, Liang Gong, Jing Ou, Bo Peng. 110-121 [doi]
• Probability-Based Nuclei Detection and Critical-Region Guided Instance SegmentationYunpeng Zhong, Xiangru Li, Huanyu Mei, Shengchun Xiong. 122-135 [doi]
• FlashViT: A Flash Vision Transformer with Large-Scale Token Merging for Congenital Heart Disease DetectionLei Jiang, Junlong Cheng, Jilong Chen, Mingyang Gu, Min Zhu, Peilun Han, Kang Li, Zhigang Yang. 136-148 [doi]
• Semi-supervised Retinal Vessel Segmentation Through Point ConsistencyJingfei Hu, Linwei Qiu, Hua Wang, Jicong Zhang. 149-161 [doi]
• Knowledge Distillation of Attention and Residual U-Net: Transfer from Deep to Shallow Models for Medical Image ClassificationZhifang Liao, Quanxing Dong, Yifan Ge, Wenlong Liu, Huaiyi Chen, Yucheng Song. 162-173 [doi]
• Two-Stage Deep Learning Segmentation for Tiny Brain RegionsYan Ren, Xiawu Zheng, Rongrong Ji, Jie Chen. 174-184 [doi]
• Encoder Activation Diffusion and Decoder Transformer Fusion Network for Medical Image SegmentationXueru Li, Guoxia Xu, Meng Zhao, Fan Shi, Hao Wang 0003. 185-197 [doi]
• Liver Segmentation via Learning Cross-Modality Content-Aware RepresentationXingxiao Lin, Zexuan Ji. 198-208 [doi]
• Semi-supervised Medical Image Segmentation Based on Multi-scale Knowledge Discovery and Multi-task EnsembleYudie Tu, Xiangru Li, Yunpeng Zhong, Huanyu Mei. 209-222 [doi]
• LATrans-Unet: Improving CNN-Transformer with Location Adaptive for Medical Image SegmentationQiqin Lin, Junfeng Yao, Qingqi Hong, Xianpeng Cao, Rong-Zhou Kuo, Weixing Xie. 223-234 [doi]
• Adversarial Keyword Extraction and Semantic-Spatial Feature Aggregation for Clinical Report Guided Thyroid Nodule SegmentationYudi Zhang 0005, Wenting Chen, Xuechen Li, LinLin Shen, Zhihui Lai, Heng Kong. 235-247 [doi]
• A Multi-modality Driven Promptable Transformer for Automated Parapneumonic Effusion StagingYan Chen, Qing Liu, Yao Xiang. 248-259 [doi]
• Assessing the Social Skills of Children with Autism Spectrum Disorder via Language-Image Pre-training ModelsWenxing Liu, Ming Cheng, Yueran Pan, Lynn Yuan, Suxiu Hu, Ming Li 0026, Songtian Zeng. 260-271 [doi]
• PPS: Semi-supervised 3D Biomedical Image Segmentation via Pyramid Pseudo-Labeling SupervisionXiaogen Zhou, Zhiqiang Li, Tong Tong 0001. 272-283 [doi]
• A Novel Diffusion-Model-Based OCT Image Inpainting Algorithm for Wide Saturation ArtifactsBangning Ji, Gang He, Zhengguo Chen, Ling Zhao. 284-295 [doi]
• Only Classification Head Is Sufficient for Medical Image SegmentationHongbin Wei, Zhiwei Hu, Bo Chen, Zhilong Ji, Hongpeng Jia, Lihe Zhang, Huchuan Lu. 296-308 [doi]
• Task-Incremental Medical Image Classification with Task-Specific Batch NormalizationXuchen Xie, Junjie Xu, Ping Hu, Weizhuo Zhang, Yujun Huang, Wei-Shi Zheng 0001, Ruixuan Wang. 309-320 [doi]
• Hybrid Encoded Attention Networks for Accurate Pulmonary Artery-Vein Segmentation in Noncontrast CT ImagesMin Wu 0002, Hao Qi, Hui-Qing Zeng, Xiangxing Chen, Xinhui Su, Sunkui Ke, Yinran Chen, Xiongbiao Luo. 321-332 [doi]
• Multi-modality Fusion Based Lung Cancer Survival Analysis with Self-supervised Whole Slide Image Representation LearningYicheng Wang, Ye Luo, Bo Li, Xiaoang Shen. 333-345 [doi]
• Incorporating Spiking Neural Network for Dynamic Vision Emotion AnalysisBinqiang Wang, Xiaoqiang Liang. 346-357 [doi]
• PAT-Unet: Paired Attention Transformer for Efficient and Accurate Segmentation of 3D Medical ImagesQingzhi Zou, Jing Zhao, Ming Li, Lin Yuan. 358-369 [doi]
• Cell-CAEW: Cell Instance Segmentation Based on ConvAttention and Enhanced WatershedLiang Zeng. 370-381 [doi]
• A Comprehensive Multi-modal Domain Adaptative Aid Framework for Brain Tumor DiagnosisWenxiu Chu, Yudan Zhou, Shuhui Cai, Zhong Chen 0005, Congbo Cai. 382-394 [doi]
• Joint Boundary-Enhanced and Topology-Preserving Dual-Path Network for Retinal Layer Segmentation in OCT Images with Pigment Epithelial DetachmentXiaoming Liu 0004, Xiao Li. 395-406 [doi]
• Spatial Feature Regularization and Label Decoupling Based Cross-Subject Motor Imagery EEG DecodingYifan Zhou, Tian-jian Luo, Xiaochen Zhang, Te Han. 407-423 [doi]
• Autism Spectrum Disorder Diagnosis Using Graph Neural Network Based on Graph Pooling and Self-adjust FilterAimei Dong, Xuening Zhang, Guohua Lv, Guixin Zhao, Yi Zhai. 424-435 [doi]
• CDBIFusion: A Cross-Domain Bidirectional Interaction Fusion Network for PET and MRI ImagesJie Zhang, Bicao Li, Bei Wang, Zhuhong Shao, Jie Huang, Jiaxi Lu. 436-447 [doi]
• LF-LVS: Label-Free Left Ventricular Segmentation for Transthoracic EchocardiogramQing Kang, Wenxiao Tang, Zheng Liu, Wenxiong Kang. 448-459 [doi]
• Multi-atlas Representations Based on Graph Convolutional Networks for Autism Spectrum Disorder DiagnosisJin Liu 0012, Jianchun Zhu, Xu Tian, Junbin Mao, Yi Pan 0001. 460-471 [doi]
• MS-UNet: Swin Transformer U-Net with Multi-scale Nested Decoder for Medical Image Segmentation with Small Training DataHaoyuan Chen, Yufei Han, Yanyi Li, Pin Xu, Kuan Li, Jianping Yin. 472-483 [doi]
• GCUNET: Combining GNN and CNN for Sinogram Restoration in Low-Dose SPECT ReconstructionKeming Chen, Zengguo Liang, Si Li. 484-496 [doi]
• A Two-Stage Whole Body Bone SPECT Scan Image Inpainting Algorithm for Residual Urine Artifacts Based on Contextual AttentionPingxiang Zhou, Gang He, Zhengguo Chen, Ling Zhao. 497-508 [doi]