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DCSM-Unet: Dual-path heterogeneous encoder with content-aware guidance and differential feature learnin
Author: Dong, Chenzhuang; You, Chenguang; Liu, Wei
Journal: COMPUTERIZED MEDICAL IMAGING AND GRAPHICS. 2026; Vol. 130, Issue , pp. -. DOI: 10.1016/j.compmedimag.2026.102756
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Adaptive prompting for dual-task learning: Towards high-quality MRI reconstruction from unidentified degradatio
Author: Jiang, Ning; Huang, Zhengyong; Sun, Xingwen; Chen, Peng; He, Yuan; Cao, Thang; Sui, Yao
Journal: COMPUTERIZED MEDICAL IMAGING AND GRAPHICS. 2026; Vol. 130, Issue , pp. -. DOI: 10.1016/j.compmedimag.2026.102757
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Adaptive multi-teacher knowledge distillation framework with foundation models for medical image analysi
Author: Liu, Dudu; Gao, Yuan; Zhang, Ningyi; Wang, Xin; Zhang, Tianyu; Fan, Ming; Sun, Yue; Li, Shuo; Tan, Tao
Journal: COMPUTERIZED MEDICAL IMAGING AND GRAPHICS. 2026; Vol. 130, Issue , pp. -. DOI: 10.1016/j.compmedimag.2026.102739
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Leveraging co-attention-based interactions between pathology and radiology for pan-cancer survival predictio
Author: Xia, Yujia; Zhou, Jie; Wang, Mengdie; Hu, Tingting; Zhai, Wei; Zhang, Yufei; Yu, Zhangsheng
Journal: COMPUTERIZED MEDICAL IMAGING AND GRAPHICS. 2026; Vol. 130, Issue , pp. -. DOI: 10.1016/j.compmedimag.2026.102744
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STFNet: A spatial-temporal feature aggregation network for breast lesion segmentation in ultrasound video
Author: Fan, Chuansong; Wu, Lei; Liu, Yu; Yao, Mengxia; Yan, Lifen; Yu, Naqian; Liu, Zijun; Liang, Changhong; Shi, Jiayao; Liu, Zaiyi; Wang, Ying
Journal: COMPUTERIZED MEDICAL IMAGING AND GRAPHICS. 2026; Vol. 130, Issue , pp. -. DOI: 10.1016/j.compmedimag.2026.102754
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MRCE-Net: A multi-role collaborative experts deep learning network for multi-modal medical image fusion?
Author: Dong, Pengwei; Su, Bo; Lu, Zhouxian; Hu, Xiangyun; Bu, Lihong; Wang, Chao; Xie, Haofeng; Cai, Zhuang; Wang, Pengfei; Wang, Bo; Zhang, Wei; Jiang, Shuangshi; Ke, Tao
Journal: COMPUTERIZED MEDICAL IMAGING AND GRAPHICS. 2026; Vol. 130, Issue , pp. -. DOI: 10.1016/j.compmedimag.2026.102737
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Transformer-based architectures in MRI brain tumor segmentation: A revie
Author: Jin, Chengcheng; Noor, Nor Safira Elaina Mohd; Ng, Theam Foo; Asaari, Mohd Shahrimie Mohd; Ibrahim, Haidi
Journal: COMPUTERIZED MEDICAL IMAGING AND GRAPHICS. 2026; Vol. 129, Issue , pp. -. DOI: 10.1016/j.compmedimag.2026.102729
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ME-Mamba: Multi-Expert Mamba with efficient knowledge capture and fusion for multimodal survival analysi
Author: Zhang, Chengsheng; Qu, Linhao; Liu, Xiaoyu; Song, Zhijian
Journal: COMPUTERIZED MEDICAL IMAGING AND GRAPHICS. 2026; Vol. 129, Issue , pp. -. DOI: 10.1016/j.compmedimag.2026.102733
