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Global-local feature fusion in MRI brain tumor segmentation via enhanced U-Net-ViT architecture and adaptive contrast preprocessing

Sun XinxinSchool of Information and Communication Engineering, Hainan University, Haikou, 570228, ChinaUzair Aslam BhattiSchool of Information and Communication Engineering, Hainan University, Haikou, 570228, ChinaJunfeng ZhangSchool of Information and Communication Engineering, Hainan University, Haikou, 570228, ChinaYu ZhangSchool of Computer Science and Technology, Hainan University, Haikou, 570228, ChinaYonis GulzarDepartment of Management Information Systems, King Faisal University, P.O. Box 380, 31982, Al-Ahsa, Saudi ArabiaMuhammad AamirCollege of Computer Science and Artificial Intelligence, Huanggang Normal University, Hubei, 438000, ChinaHayitov Abdulla NurmatovichDepartment of Transport Systems, Urgench State University, 220100, Urgench, UzbekistanKhudoynazarov Egambergan MadraximovichMamun University, 220900, Urgench, Uzbekistan
The Visual Computerjournal2026en
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