A Study on Energy Consumption in AI-Driven Medical Image Segmentation by R. Prajwal, S. J. Pawan, Shahin Nazarian, Nicholas Heller, Christopher J. Weight, Vinay Duddalwar, C.-C. Jay Kuo

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Research on Medical Image Segmentation Based on SAM and Its Future Prospects by Kangxu Fan, Liang Liang, Hao Li, Weijun Situ, Wei Zhao, Ge Li

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GNNs surpass transformers in tumor medical image segmentation by Huimin Xiao, Guanghua Yang, Zhuocheng Li, Changhua Yi

Subjects: “…Medical image segmentation…”
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CDA-mamba: cross-directional attention mamba for enhanced 3D medical image segmentation by Jiashu Xu, Yihua Lan, Yingqi Zhang, Chi Zhang, Sergii Stirenko, Huizhong Li

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A Dual-Stream Dental Panoramic X-Ray Image Segmentation Method Based on Transformer Heterogeneous Feature Complementation by Tian Ma, Jiahui Li, Zhenrui Dang, Yawen Li, Yuancheng Li

Subjects: “…medical image segmentation…”
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O-DAT: A novel framework integrating optimized dual attention for medical image segmentation by Chen Guo, Hongyuan Ren, Haiying Qi, Xue Zhang, Xiaolin Gu, Jingjing Liu, Yuefan Liu

Subjects: “…Medical image segmentation…”
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Atrous Convolution-Based Fusion Attention Mechanism for Brain Tumor Segmentation by Abhishek Jadhav, Akhtar Rasool, Manasi Gyanchandani

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Medical image segmentation network based on multi-scale cross-attention and wavelet transform by Fan Qin, Yongjie Liang, Chaofeng Yang, Yulong Cao, Jiaying Fan, Peiyuan Wang, Bizhong Wei

Subjects: “…Medical image segmentation…”
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Vision Mamba and xLSTM-UNet for medical image segmentation by Xin Zhong, Gehao Lu, Hao Li

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Federated Knowledge Distillation With 3D Transformer Adaptation for Weakly Labeled Multi-Organ Medical Image Segmentation by Tareq Mahmod AlZubi, Hamza Mukhtar

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Parallel Dual-Branch Polyp Segmentation Network by Kunjie Sun, Li Cheng, Haiwen Yuan, Xuan Li

Subjects: “…Medical image segmentation…”
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VMKLA-UNet: vision Mamba with KAN linear attention U-Net by Chenhong Su, Xuegang Luo, Shiqing Li, Li Chen, Juan Wang

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Multi-Conv attention network for skin lesion image segmentation by Zexin Li, Hanchen Wang, Haoyu Chen, Chenxin Lin, Aochen Yan

Subjects: “…medical image segmentation…”
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Dual-Filter Cross Attention and Onion Pooling Network for Enhanced Few-Shot Medical Image Segmentation by Lina Ni, Yang Liu, Zekun Zhang, Yongtao Li, Jinquan Zhang

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Automatic Lung Segmentation Using ＲCNN Combing U-Net in CT by BI Ｒong-rong, WANG Jin-ke

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UCM-NetV2: An efficient and accurate deep learning model for skin lesion segmentation by Chunyu Yuan, Dongfang Zhao, Sos S. Agaian

Subjects: “…Medical image segmentation…”
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VMDU-net: a dual encoder multi-scale fusion network for polyp segmentation with Vision Mamba and Cross-Shape Transformer integration by Peng Li, Jianhua Ding, Chia S. Lim

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Multi-class segmentation of knee MRI based on hybrid attention by Yuhang Xiang, Xinglin Zhang, Tao Meng, Tao Meng, Tao Chen, Tao Chen

Subjects: “…medical image segmentation…”
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Source-Free Domain Adaptation for Cross-Modality Abdominal Multi-Organ Segmentation Challenges by Xiyu Zhang, Xu Chen, Yang Wang, Dongliang Liu, Yifeng Hong

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Wavelet Guided Visual State Space Model and Patch Resampling Enhanced U-Shaped Structure for Skin Lesion Segmentation by Shuwan Feng, Xiaowei Chen, Shengzhi Li

Subjects: “…Medical image segmentation…”
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