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2026	LCMF-Net: A lightweight collaborative multimodal fusion network for brain tumor segmentation Neural Networks Guogang Cao, Zhaojun Yang, Wanying Liang, Sai Zhang, Tao Zhong, Hongdong Mao, Dong Wang, Ming Zong
2025	U-Net及其变体在脑肿瘤图像分割中的应用进展 Laser & Optoelectronics Progress 王楠 Wang Nan, 王华 Wang Hua, 魏德健 Wei Dejian, 姜良 Jiang Liang, 韩佩宏 Han Peihong, 曹慧 Cao Hui
2025	HLNet: high-level attention mechanism U-Net + + for brain tumor segmentation in MRI Applied Intelligence Wenyang Yang, Zhiming Li, Chao Du, Steven Kwok Keung Chow
2025	Enhanced brain tumour segmentation using a hybrid dual encoder–decoder model in federated learning Scientific Reports K. Narmadha, P. Varalakshmi
2025	Deep Learning in Medical Imaging: Chronological Evolution, Frameworks, Core Methods, and Recent Advances in Breast Cancer Segmentation (2023–2024) Applied Computational Intelligence and Soft Computing Youness Riouali, Naoual El Aboudi, Nezha El Bahaoui, Othman Arsalan, Fouad Tijami, Hafid Hachi, Youssef Omor, Rachida Latib, Laila Benhlima
2025	Modified U-Net with attention gate for enhanced automated brain tumor segmentation Neural Computing and Applications Shoffan Saifullah, Rafał Dreżewski, Anton Yudhana, Maciej Wielgosz, Wahyu Caesarendra
2024	Dual Attention-Based 3D U-Net Liver Segmentation Algorithm on CT Images Bioengineering Benyue Zhang, Shi Qiu, Ting Liang
2024	Deep CNNs for glioma grading on conventional MRIs: Performance analysis, challenges, and future directions Mathematical Biosciences and Engineering Sonam Saluja, Munesh Chandra Trivedi, Ashim Saha
2024	2024 7th International Conference on Contemporary Computing and Informatics (IC3I) Kiran Preet Bedi, Jitendra Singh Jadon
2024	2024 IEEE Congress on Evolutionary Computation (CEC) Katarzyna Prokop, Dawid Polap
2024	Efficient Prediction of Judicial Case Decisions Based on State Space Modeling International Journal of Computational Intelligence Systems Yuntao Liu