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01/11/2022
Overview of the HECKTOR Challenge at MICCAI 2021: Automatic Head and Neck Tumor Segmentation and Outcome Prediction in PET/CT Images
This paper presents an overview of the second edition of the HEad and ne...
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06/09/2020
Standardised convolutional filtering for radiomics
The Image Biomarker Standardisation Initiative (IBSI) aims to improve re...
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04/28/2020
3D Solid Spherical Bispectrum CNNs for Biomedical Texture Analysis
Locally Rotation Invariant (LRI) operators have shown great potential in...
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03/19/2020
Local Rotation Invariance in 3D CNNs
Locally Rotation Invariant (LRI) image analysis was shown to be fundamen...
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10/23/2018
Principled Design and Implementation of Steerable Detectors
We provide a complete pipeline for the detection of patterns of interest...
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10/16/2018
Rotational 3D Texture Classification Using Group Equivariant CNNs
Convolutional Neural Networks (CNNs) traditionally encode translation eq...
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06/12/2018
Fast Rotational Sparse Coding
We propose an algorithm for rotational sparse coding along with an effic...
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03/16/2017
