Few-shot learning with deformable convolution for multi-scale lesion detection in mammography
Medical physics, 2020.
Attention factordeformable convolutionfew-shot learninglesion detectionmulti-scale feature
To achieve the few-shot learning required for medical image analysis, the proposed method uses transfer learning to execute feature knowledge transformation and includes deformable convolution to build a feature pyramid structure, which enhances the learning performance of the network for lesions. The results of comparative numerical expe...More
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