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Realistic Image Normalization for Multi-Domain Segmentation


Oct 02, 2020
Pierre-Luc Delisle, Benoit Anctil-Robitaille, Christian Desrosiers, Herve Lombaert


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Medical Imaging with Deep Learning: MIDL 2020 -- Short Paper Track


Jun 29, 2020
Tal Arbel, Ismail Ben Ayed, Marleen de Bruijne, Maxime Descoteaux, Herve Lombaert, Chris Pal

* Accepted extended abstracts can also be found at https://openreview.net/group?id=MIDL.io/2020/Conference#abstract-accept-papers 

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Source-Relaxed Domain Adaptation for Image Segmentation


May 07, 2020
Mathilde Bateson, Hoel Kervadec, Jose Dolz, Herve Lombaert, Ismail Ben Ayed


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Manifold-Aware CycleGAN for High Resolution Structural-to-DTI Synthesis


Apr 08, 2020
Benoit Anctil-Robitaille, Christian Desrosiers, Herve Lombaert


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Manifold-driven Attention Maps for Weakly Supervised Segmentation


Apr 07, 2020
Sukesh Adiga V, Jose Dolz, Herve Lombaert

* Paper is submitted to MICCAI2020 

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Graph Domain Adaptation for Alignment-Invariant Brain Surface Segmentation


Mar 31, 2020
Karthik Gopinath, Christian Desrosiers, Herve Lombaert


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Adversarial normalization for multi domain image segmentation


Feb 01, 2020
Pierre-Luc Delisle, Benoit Anctil-Robitaille, Christian Desrosiers, Herve Lombaert

* Submitted to ISBI 2020 

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Learnable Pooling in Graph Convolution Networks for Brain Surface Analysis


Nov 22, 2019
Karthik Gopinath, Christian Desrosiers, Herve Lombaert


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Spectral Graph Transformer Networks for Brain Surface Parcellation


Nov 22, 2019
Ran He, Karthik Gopinath, Christian Desrosiers, Herve Lombaert

* Equal contribution of R. He and K. Gopinath 

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HyperDense-Net: A hyper-densely connected CNN for multi-modal image segmentation


Apr 09, 2018
Jose Dolz, Karthik Gopinath, Jing Yuan, Herve Lombaert, Christian Desrosiers, Ismail Ben Ayed


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Graph Convolutions on Spectral Embeddings: Learning of Cortical Surface Data


Mar 27, 2018
Karthik Gopinath, Christian Desrosiers, Herve Lombaert

* 8 pages, Under review in MICCAI 2018 

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