23 citations · 78 across the 17 of their papers we have counts for
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eess.IV2021★ 23 cited
CarveMix: A Simple Data Augmentation Method for Brain Lesion Segmentation
Xinru Zhang, Chenghao Liu, Ni Ou +5
Brain lesion segmentation provides a valuable tool for clinical diagnosis, and convolutional neural networks (CNNs) have achieved unprecedented success in the task. Data augmentati…
cs.CV2021★ 2 cited
Positive-unlabeled Learning for Cell Detection in Histopathology Images with Incomplete Annotations
Zipei Zhao, Fengqian Pang, Zhiwen Liu +1
Cell detection in histopathology images is of great value in clinical practice. \textit{Convolutional neural networks} (CNNs) have been applied to cell detection to improve the det…
cs.CV2021★ 1 cited
Knowledge Transfer for Few-shot Segmentation of Novel White Matter Tracts
Qi Lu, Chuyang Ye
Convolutional neural networks (CNNs) have achieved stateof-the-art performance for white matter (WM) tract segmentation based on diffusion magnetic resonance imaging (dMRI). These…