Generalising multistain immunohistochemistry tissue segmentation using end‐to‐end colour deconvolution deep neural networks
Author:
Affiliation:
1. Pathology and Tissue Analytics, Pharma Research and Early Development, Roche Innovation Center MunichPenzbergGermany
2. Computer Aided Medical Procedures, Technische Universität MünchenGermany
3. DeePathology Ltd.Israel
Publisher
Institution of Engineering and Technology (IET)
Subject
Electrical and Electronic Engineering,Computer Vision and Pattern Recognition,Signal Processing,Software
Link
https://onlinelibrary.wiley.com/doi/pdf/10.1049/iet-ipr.2018.6513
Reference63 articles.
1. Deep convolutional neural networks for multi-modality isointense infant brain image segmentation
2. 2016 Deep Learning Data Labeling Medical Applications Athens Greece A. Birenbaum H. Greenspan Longitudinal multiple sclerosis lesion segmentation using multi‐view convolutional neural networks 58 67
3. Deep 3D Convolutional Encoder Networks With Shortcuts for Multiscale Feature Integration Applied to Multiple Sclerosis Lesion Segmentation
4. 2016 Medical Image Computing and Computer‐Assisted Intervention (MICCAI) Athens Greece M. Havaei N. Guizard N. Chapados HeMIS: hetero‐modal image segmentation 469 477
5. Efficient multi-scale 3D CNN with fully connected CRF for accurate brain lesion segmentation
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