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Deep learning in medical image registration: a survey

Machine Vision and Applications, 2019
The 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

elastix: A Toolbox for Intensity-Based Medical Image Registration

IEEE Transactions on Medical Imaging, 2010
S. Klein   +4 more
semanticscholar   +1 more source

Image registration methods: a survey

Image and Vision Computing, 2003
B. Zitová, J. Flusser
semanticscholar   +1 more source

Automated molecular-image cytometry and analysis in modern oncology

Nature Reviews Materials, 2020
Ralph Weissleder, Hakho Lee
exaly  

nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation

Nature Methods, 2020
Fabian Isensee   +2 more
exaly  

Ultrafast machine vision with 2D material neural network image sensors

Nature, 2020
Lukas Mennel   +2 more
exaly  

Image-based profiling for drug discovery: due for a machine-learning upgrade?

Nature Reviews Drug Discovery, 2020
Srinivas Niranj Chandrasekaran   +2 more
exaly  

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