Karthik Gopinath
Karthik Gopinath
PhD. Student @ETS Montreal
Verified email at ens.etsmtl.ca - Homepage
Title
Cited by
Cited by
Year
HyperDense-Net: A hyper-densely connected CNN for multi-modal image segmentation
J Dolz, K Gopinath, J Yuan, H Lombaert, C Desrosiers, IB Ayed
IEEE transactions on medical imaging 38 (5), 1116-1126, 2018
1112018
RETOUCH: The Retinal OCT Fluid Detection and Segmentation Benchmark and Challenge
H Bogunović, F Venhuizen, S Klimscha, S Apostolopoulos, ...
IEEE transactions on medical imaging 38 (8), 1858-1874, 2019
282019
Segmentation of retinal cysts from Optical Coherence Tomography volumes via selective enhancement
K Gopinath, J Sivaswamy
IEEE Journal of Biomedical and Health Informatics, 2018
222018
Automatic glaucoma assessment from angio-OCT images
K Gopinath, J Sivaswamy, T Mansoori
2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI), 193-196, 2016
16*2016
Graph convolutions on spectral embeddings for cortical surface parcellation
K Gopinath, C Desrosiers, H Lombaert
Medical image analysis 54, 297-305, 2019
13*2019
A deep learning framework for segmentation of retinal layers from OCT images
K Gopinath, SB Rangrej, J Sivaswamy
ACPR 2017, 2017
102017
Domain knowledge assisted cyst segmentation in OCT retinal images
K Gopinath, J Sivaswamy
arXiv preprint arXiv:1612.02675, 2016
82016
A Generalized Motion Pattern and FCN based approach for retinal fluid detection and segmentation
S Yadav, K Gopinath, J Sivaswamy
arXiv preprint arXiv:1712.01073, 2017
62017
Brain tumor segmentation using topological loss in convolutional networks
C Reddy, K Gopinath, H Lombaert
International Conference on Medical Imaging with Deep Learning--Extended …, 2019
32019
Spectral Graph Transformer Networks for Brain Surface Parcellation
R He, K Gopinath, C Desrosiers, H Lombaert
2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 372-376, 2020
22020
Adaptive Graph Convolution Pooling for Brain Surface Analysis
K Gopinath, C Desrosiers, H Lombaert
International Conference on Information Processing in Medical Imaging, 86-98, 2019
22019
Graph Domain Adaptation for Alignment-Invariant Brain Surface Segmentation
K Gopinath, C Desrosiers, H Lombaert
arXiv preprint arXiv:2004.00074, 2020
2020
Learnable Pooling in Graph Convolution Networks for Brain Surface Analysis
K Gopinath, C Desrosiers, H Lombaert
arXiv preprint arXiv:1911.10129, 2019
2019
Cortical Parcellation via Spectral Graph Convolutions
K Gopinath, C Desrosiers, H Lombaert
International Conference on Medical Imaging with Deep Learning--Extended …, 2019
2019
A design for an automated Optical Coherence Tomography analysis system
K Gopinath
International Institute of Information Technology Hyderabad, 2017
2017
Topology Conscious Neural Networks for Brain Tumor Segmentation
C Reddy, K Gopinath, H Lombaert
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