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DualSwinUnet++: An enhanced Swin-Unet architecture with dual decoders for PTMC segmentation.

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第一作者： Maryam,Dialameh

第一单位： Department of Mechanical and Mechatronics Engineering University of Waterloo, Waterloo, ON, Canada. Electronic address: maryam.dialameh@uwaterloo.ca.

作者： Maryam,Dialameh ^[1] ; Hossein,Rajabzadeh ^[2] ; Moslem,Sadeghi-Goughari ^[3] ; Jung Suk,Sim ^[4] ; Hyock Ju,Kwon ^[5]

作者单位： Department of Mechanical and Mechatronics Engineering University of Waterloo, Waterloo, ON, Canada. Electronic address: maryam.dialameh@uwaterloo.ca. ^[1] Department of Mechanical and Mechatronics Engineering University of Waterloo, Waterloo, ON, Canada. Electronic address: hossein.rajabzadeh@uwaterloo.ca. ^[2] Department of Mechanical and Mechatronics Engineering University of Waterloo, Waterloo, ON, Canada. Electronic address: m8sadegh@uwaterloo.ca. ^[3] Department of Radiology Withsim Clinic Seongnam, Republic of Korea. Electronic address: jungsuk.sim@gmail.com. ^[4] Department of Mechanical and Mechatronics Engineering University of Waterloo, Waterloo, ON, Canada. Electronic address: hjkwon@uwaterloo.ca. ^[5]

关键词 Dual-decoder architecture PTMC segmentation Swin Transformer Ultrasound imaging

医学主题词人类(Humans);甲状腺肿瘤(Thyroid Neoplasms);癌, 乳头状(Carcinoma, Papillary);图像处理, 计算机辅助(Image Processing, Computer-Assisted);超声检查(Ultrasonography);算法(Algorithms);甲状腺(Thyroid Gland)

DOI 10.1016/j.compbiomed.2025.110716

PMID 40701024

发布时间 2025-08-26

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准确一般字义偏差语意偏离译文作用小提交