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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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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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A deep learning framework for segmentation of retinal layers from OCT images


Jun 22, 2018
Karthik Gopinath, Samrudhdhi B Rangrej, Jayanthi Sivaswamy

* Accepted in The 4th Asian Conference on Pattern Recognition (ACPR 2017) 

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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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A Generalized Motion Pattern and FCN based approach for retinal fluid detection and segmentation


Dec 04, 2017
Shivin Yadav, Karthik Gopinath, Jayanthi Sivaswamy

* 8 pages, 4th MICCAI Workshop on Ophthalmic Medical Image Analysis (OMIA) 

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Segmentation of retinal cysts from Optical Coherence Tomography volumes via selective enhancement


Aug 26, 2017
Karthik Gopinath, Jayanthi Sivaswamy

* Under review in Journal of Biomedical and Health Informatics 

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Domain knowledge assisted cyst segmentation in OCT retinal images


Dec 08, 2016
Karthik Gopinath, Jayanthi Sivaswamy

* The paper was accepted as an oral presentation in MICCAI-2015 OPTIMA Cyst Segmentation Challenge 

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