Fusion of transfer learning models with LSTM for detection of breast cancer using ultrasound images.

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作者： Madhusudan G,Lanjewar ^[1] ; Kamini G,Panchbhai ^[2] ; Lalchand B,Patle ^[3]

作者单位： School of Physical and Applied Sciences, Goa University, Taleigao Plateau, Goa, 403206, India. Electronic address: madhusudan@unigoa.ac.in. ^[1] Goa College of Pharmacy, Panaji, Goa, 403001, India. Electronic address: kaaminilanjewar@gmail.com. ^[2] PG Department of Electronics, MGSM's DDSGP College Chopda, KBCNMU, Jalgaon, Maharashtra, 425107, India. Electronic address: lalchandpatle85@gmail.com. ^[3]

关键词 Breast cancer Gradient-weighted class activation mapping (Grad-CAM)Long short-term memory LSTM MobileNetV2 SMOTETomek Ultrasound images VGG16

主题词女(雌)性(Female);人类(Humans);乳腺肿瘤(Breast Neoplasms);学习(Learning);超声检查(Ultrasonography);曲线下面积(Area Under Curve)

DOI 10.1016/j.compbiomed.2023.107914

PMID 38190766

发布时间 2024-12-16

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