Table of Contents

• Identifying Spatial Domains by Fusing Spatial Transcriptomics and Histological Images Through Contrastive LearningLi Xue, Xiao Liang, Bo Wang, Wei Liu, Zhiyi Zou, Qiu Xiao, Nguyen Hoang Tu, Jiawei Luo 0001. 3-14 [doi]
• A Medical Image Segmentation Network Based on Adaptive Feature Attention and Multi-scale Feature ExtractionYi Wang, Xue Li, Kai Li. 15-26 [doi]
• A Preliminary Exploration of Children Autism Spectrum Disorder Detection Based on Environmental VariablesSiyu Wang, Guitao Cao, Qiaoyun Liu, Min Liu, Xidong Xi. 27-38 [doi]
• A Novel Approach for Drug-Drug Interaction Prediction: Utilizing Enhanced Graph Convolutional Networks and 3D Chemical StructuresLi Wang 0043, Yunfan Li, Kunping Hu, Shiwen Sun, Yingjie Guo. 39-50 [doi]
• BMC-Net: A Framework for IDH Genotyping of Gliomas Based on Bi-Directional Mamba SequencesShuaidan Wang, Shun Zou, Yuhan He, Qiang Gao, Zhuo Zhang, Hua Bai. 51-62 [doi]
• Integrating Radiomics and Deep Learning for Enhanced Three-Dimensional Meningioma GradingZhuo Zhang, Quanfeng Ma, Yuan Zhao, Xi Yang. 63-76 [doi]
• SeqAlignXGBoost: Sequence Alignment and Feature Selection for m1A Modification Site IdentificationYizheng Wang, Yijie Ding, Quan Zou 0001. 77-88 [doi]
• Leveraging Large Language Models for Early Diagnosis of Inherited Metabolic Diseases Evaluation and OptimizationChentian Weng, Xin Yang, Yaping Shen, Xiaocha Xu, Bo Lin. 89-99 [doi]
• HAP-MT: Alternating Perturbation Strategies Across Data and Feature Levels in Semi-Supervised Medical Image SegmentationJiawei Pan, Yang Hua, Jian Wang, Xiaoning Song. 100-111 [doi]
• MTSN: A Multi-Granularity Temporal Sleep Network for Sleep Apnea DetectionXingfeng Lv, Qifeng Han, Hui Xu. 112-123 [doi]
• Fre-CrossFormer: Utilizing Frequency Domain Cross Attention for Accurate Noninvasive Blood Pressure MeasurementJianquan Ouyang 0001, Xianjun Tang. 124-134 [doi]
• A Latent Diffusion Model for Molecular OptimizationDayu Tan, Pengyuan Xu, Xin Xia, Yajie Zhang, Chun-Hou Zheng 0001, Yansen Su. 135-146 [doi]
• BAGP: A Biomedical Entity-Relation Joint Extraction Model Integrating Adversarial Training with Biaffine AttentionYinghao Shao, Shudong Xia, Yang Chen, Yuqiang Shen, Qingli Zhou, Yousen Yang, Jijun Tong. 147-158 [doi]
• A Contrastive Learning Framework for Alzheimer's Disease Classification (CLFAD)Peiyuan Li, Zhuxin Peng, Qianyi Zhan, Zhenping Xie, Yuan Liu. 159-171 [doi]
• ABANet: Adaptive Boundary Aggregation Network for Medical Image SegmentationXiaosheng Long, Shao Wang. 175-186 [doi]
• SC3L-N et: Semi-supervised Retinal Layer Segmentation via Cross-Task Consistency and Contrastive LearningJia Zhang, Xiaoming Liu, Liangfu Luo. 187-197 [doi]
• Interactive Calibration Learning and Atrous Pyramid Spatial-Channel Attention for Semi-supervised Medical Image SegmentationHaoyu Yin, Jing Hu, Yun Ke. 198-209 [doi]
• MVCA-UNet: A Multi-scale Visual Convolutional Attention Architecture for Skin Lesion SegmentationZhaohui Wang, Runzhi Xu, Jiyong Xu, Changfang Chen, Ruixia Liu. 210-221 [doi]
• MSFM-UNet: Multi-scan and Frequency Domain Mamba UNet for Medical Image SegmentationWeitao Lin, Jiahua Wu, Liang Hu, Ying Zhong, Dahan Wang. 222-234 [doi]
• APG-UNet: A Lightweight and Efficient Network for Medical Image SegmentationTao Zhang, Hongyan Zhao, Guanxi Liu, Chunbao Lu, Yunteng Hu, Chenyu Lin, Puping An. 235-246 [doi]
• DAMF-UNet: The Dual Attention Multi-scale Information Fusion Network for Medical Image SegmentationCan Li, Jingshan Pan, Na Li. 247-258 [doi]
• Multi-rater Medical Image Segmentation via a Mixture-of-Experts TrainingLingxian Wu, Lei Shi, Tao Chen. 259-269 [doi]
• BIRF-SDG: Band Importance Aware Random Frequency Filter Based Single-Source Domain Generalization for Retinal Vessel SegmentationBingqin Wang, Haojin Li, Heng Li, Hemu Liu, Jiang Liu. 270-281 [doi]
• Genap: Generalizing Across the Augmentation Gap in Medical Image Segmentation Using Single-Source DomainJianyu Chen, Haojin Li, Zenan Chen, Heng Li, Yijie Pan, Xun Zhang, Jiang Liu. 282-293 [doi]
• BEA-UNet: Boundary-Enhanced Dual Attention UNet for Medical Image SegmentationChenhao Ye, Changyu Zhu, Shuai Zhang, Guangping Xu. 294-304 [doi]
• FreqSAM2-UNet: Adapter Fine-Tuning Frequency-Aware Network of SAM2 for Universal Medical SegmentationChun Wang, Jingxing Cao, Yuxiao Gao, Jianfeng Wang. 305-316 [doi]
• LDMWSeg: Latent Diffusion Models for Weakly Supervised Medical Image SegmentationZuxian Huang, Gangshan Wu. 317-328 [doi]
• FSISNet: Exploring Mamba and Transformer for Polyp SegmentationWei Wang, Feng Jiang, Xin Wang. 329-341 [doi]
• Mamba Based Feature Extraction and Adaptive Multilevel Feature Fusion for 3D Tumor Segmentation from Multi-modal Medical ImageZexin Ji, Beiji Zou 0001, Xiaoyan Kui, Hua Li 0003, Pierre Vera, Su Ruan. 342-352 [doi]
• Diakd: A Source-Free Domain Adaptation Method for Medical Image Segmentation Based on Domain-Aware Indicator and Adaptive Knowledge DistillationWenhui Gao, Qiaozhi Xu, Lei Yu. 353-365 [doi]
• KD-MedSAM: Lightweight Knowledge Distillation of Segment Anything Model for Multi-modality Medical Image SegmentationWenjuan Zhou, Jiuyuan Zhu, Wei Chen 0009, Chen Li 0034, Yulin He, Mu He. 366-377 [doi]
• Uncertainty-Guided Feature Learning Network for Accurate Medical Image SegmentationXiao-Xue Sun, Xiuli Shao, Yanding Qin, Hong-Peng Wang. 378-390 [doi]
• Transformer-Based Multi-label Protein Subcellular Localization PredictionWenhui Zhao, Yixin Zhong, Yi Cao, Yaou Zhao, Wenxing He, Yuehui Chen, Shuang Cheng. 391-401 [doi]
• Gaze-and-Machine Dual-Driven Attention Fusion Network for Medical Image ClassificationQifa Peng, Shuang Zhu, Yong Su, Meng-xing. 402-412 [doi]
• Enhanced FCM for Medical Image Segmentation Using Superpixel and Convolutional AutoencoderWeimin Zhou, Yi Gu. 413-422 [doi]
• ARB-ABD: Robust Medical Image Segmentation with Adversarial and Boundary EnhancementJing-Rui Xu, Zheng-Yue Song, Cheng-Le Qu. 423-435 [doi]
• Attentional Feature Fusion for Pulmonary X-ray Image ClassificationYongqiang Bi, He Deng. 436-447 [doi]
• Co-training with Soft-Hard Pseudo-Labels for Semi-supervised Liver Tumor SegmentationKai Zhao, Zhen Chen, Zhang LinLin, Juan Chen. 448-459 [doi]
• Multimodal Integration Based on Weak Alignment for Rectal Tumor GradingHongwu Liu, Shouhong Wan, Chenyang Qiu 0003, Bingbing Zou, Wanqin Wang, Risheng Xie, Peiquan Jin. 460-471 [doi]
• A Unified Framework for Few-Shot Medical Image Classification via Multi-agent Description Generation and Refined Contrastive LearningShenghao Chen, Zhen Huang 0007, Xiaoqian Zhou, S. Kevin Zhou. 472-483 [doi]
• WCG-Net: A Multi-frequency Perception Network for Medical Image SegmentationHanyu Dong, Wei Xie, Hao Sun. 484-495 [doi]
• TransEdge: Leveraging Transformer and EfficientKAN with Edge Sensitivity for Advanced Medical Image SegmentationJingguang Liao, Linying Su, Jingjing Liang, Shouqiang Liu. 496-507 [doi]