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Deep learning in medical image registration: a survey
Machine Vision and Applications, 2019The establishment of image correspondence through robust image registration is critical to many clinical tasks such as image fusion, organ atlas creation, and tumor growth monitoring and is a very challenging problem.
Grant Haskins, U. Kruger, Pingkun Yan
semanticscholar +1 more source
A fast diffeomorphic image registration algorithm
NeuroImage, 2007J. Ashburner
semanticscholar +1 more source
elastix: A Toolbox for Intensity-Based Medical Image Registration
IEEE Transactions on Medical Imaging, 2010S. Klein +4 more
semanticscholar +1 more source
Image registration methods: a survey
Image and Vision Computing, 2003B. Zitová, J. Flusser
semanticscholar +1 more source
Automated molecular-image cytometry and analysis in modern oncology
Nature Reviews Materials, 2020Ralph Weissleder, Hakho Lee
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nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation
Nature Methods, 2020Fabian Isensee +2 more
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Ultrafast machine vision with 2D material neural network image sensors
Nature, 2020Lukas Mennel +2 more
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Image-based profiling for drug discovery: due for a machine-learning upgrade?
Nature Reviews Drug Discovery, 2020Srinivas Niranj Chandrasekaran +2 more
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