A prior segmentation knowledge enhanced deep learning system for the classification of tumors in ultrasound image

UNet++: A Nested U-Net Architecture for Medical Image Segmentation

Zongwei Zhou, Md Mahfuzur Rahman Siddiquee, Nima Tajbakhsh et al. · Lecture notes in computer science · 2018 · 9K citations · Full text

Computing, Biomedical Engineering, Radiology +11

TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation

Jieneng Chen, Yongyi Lu, Qihang Yu et al. · arXiv (Cornell University) · 2021 · 3.8K citations · Full text

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SegFormer: Simple and Efficient Design for Semantic Segmentation with\n Transformers

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Computing, Computer Science, Computer Vision +14

Dataset of breast ultrasound images

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Medicine, Computer Science, Oncology +13

EfficientNetV2: Smaller Models and Faster Training

Mingxing Tan, Quoc V. Le · arXiv (Cornell University) · 2021 · 1.1K citations · Full text

Computing, Computer Science, Computer Vision +14