297 citations · 545 across the 34 of their papers we have counts for
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cs.CV2018★ 6 cited
Linear and Deformable Image Registration with 3D Convolutional Neural Networks
Stergios Christodoulidis, Mihir Sahasrabudhe, Maria Vakalopoulou +4
Image registration and in particular deformable registration methods are pillars of medical imaging. Inspired by the recent advances in deep learning, we propose in this paper, a n…
cs.CV2018★ 153 cited
Semantic Segmentation of Pathological Lung Tissue with Dilated Fully Convolutional Networks
Marios Anthimopoulos, Stergios Christodoulidis, Lukas Ebner +3
Early and accurate diagnosis of interstitial lung diseases (ILDs) is crucial for making treatment decisions, but can be challenging even for experienced radiologists. The diagnosti…