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eess.IV2022
Segmentation Ability Map: Interpret deep features for medical image segmentation
Sheng He, Yanfang Feng, P. Ellen Grant +1
Deep convolutional neural networks (CNNs) have been widely used for medical image segmentation. In most studies, only the output layer is exploited to compute the final segmentatio…
cs.CV2022★ 9 cited
Deep Relation Learning for Regression and Its Application to Brain Age Estimation
Sheng He, Yanfang Feng, P. Ellen Grant +1
Most deep learning models for temporal regression directly output the estimation based on single input images, ignoring the relationships between different images. In this paper, w…