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Picture for Laurent Milot

Comparing Deep Learning strategies for paired but unregistered multimodal segmentation of the liver in T1 and T2-weighted MRI

Jan 18, 2021
Vincent Couteaux, Mathilde Trintignac, Olivier Nempont, Guillaume Pizaine, Anna Sesilia Vlachomitrou, Pierre-Jean Valette, Laurent Milot, Isabelle Bloch

* 4 pages, 3 figures and 3 tables. Conference paper 

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AMINN: Autoencoder-based Multiple Instance Neural Network for Outcome Prediction of Multifocal Liver Metastases

Dec 12, 2020
Jianan Chen, Helen M. C. Cheung, Laurent Milot, Anne L. Martel

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Unsupervised Clustering of Quantitative Imaging Phenotypes using Autoencoder and Gaussian Mixture Model

Sep 06, 2019
Jianan Chen, Laurent Milot, Helen M. C. Cheung, Anne L. Martel

* Accepted at MICCAI 2019 

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