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Picture for Vincent Andrearczyk

Vincent Andrearczyk

for the Image Biomarker Standardisation Initiative

Guiding CNNs towards Relevant Concepts by Multi-task and Adversarial Learning


Aug 04, 2020
Mara Graziani, Sebastian Otalora, Henning Muller, Vincent Andrearczyk

* 11 pages, 4 figures 

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Standardised convolutional filtering for radiomics


Jun 09, 2020
Adrien Depeursinge, Vincent Andrearczyk, Philip Whybra, Joost van Griethuysen, Henning Müller, Roger Schaer, Martin Vallières, Alex Zwanenburg

* 54 pages. For additional information see https://theibsi.github.io/ 

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3D Solid Spherical Bispectrum CNNs for Biomedical Texture Analysis


Jun 02, 2020
Valentin Oreiller, Vincent Andrearczyk, Julien Fageot, John O. Prior, Adrien Depeursinge

* 10 pages 

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Local Rotation Invariance in 3D CNNs


Mar 19, 2020
Vincent Andrearczyk, Julien Fageot, Valentin Oreiller, Xavier Montet, Adrien Depeursinge


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Regression Concept Vectors for Bidirectional Explanations in Histopathology


Apr 09, 2019
Mara Graziani, Vincent Andrearczyk, Henning Müller

* Understanding and Interpreting Machine Learning in Medical Image Computing Applications: First International Workshops, Proceedings. Vol. 11038. Springer, 2018 
* 9 pages, 3 figures, 3 tables 

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Rotational 3D Texture Classification Using Group Equivariant CNNs


Oct 16, 2018
Vincent Andrearczyk, Adrien Depeursinge


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Convolutional Neural Network on Three Orthogonal Planes for Dynamic Texture Classification


Mar 16, 2017
Vincent Andrearczyk, Paul F. Whelan

* 19 pages, 10 figures 

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Texture segmentation with Fully Convolutional Networks


Mar 15, 2017
Vincent Andrearczyk, Paul F. Whelan

* 13 pages, 4 figures, 3 tables 

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Using Filter Banks in Convolutional Neural Networks for Texture Classification


Sep 23, 2016
Vincent Andrearczyk, Paul F. Whelan

* 12 pages, 2 figures, 6 tables 

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