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Karthik Gopinath
Karthik Gopinath
Postdoctoral Research Fellow @ Massachusetts General Hospital & Harvard Medical School
Verified email at mgh.harvard.edu - 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
4552018
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
1772019
Graph convolutions on spectral embeddings for cortical surface parcellation
K Gopinath, C Desrosiers, H Lombaert
Medical image analysis 54, 297-305, 2019
552019
Segmentation of retinal cysts from Optical Coherence Tomography volumes via selective enhancement
K Gopinath, J Sivaswamy
IEEE Journal of Biomedical and Health Informatics, 2018
542018
A deep learning framework for segmentation of retinal layers from OCT images
K Gopinath, SB Rangrej, J Sivaswamy
ACPR 2017, 2017
372017
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
28*2016
Learnable Pooling in Graph Convolution Networks for Brain Surface Analysis
K Gopinath, C Desrosiers, H Lombaert
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020
232020
Adaptive graph convolution pooling for brain surface analysis
K Gopinath, C Desrosiers, H Lombaert
Information Processing in Medical Imaging: 26th International Conference …, 2019
202019
SegRecon: Learning Joint Brain Surface Reconstruction and Segmentation from Images
K Gopinath, C Desrosiers, H Lombaert
Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021
152021
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
142020
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
142017
Domain knowledge assisted cyst segmentation in OCT retinal images
K Gopinath, J Sivaswamy
arXiv preprint arXiv:1612.02675, 2016
132016
Benchmarking geometric deep learning for cortical segmentation and neurodevelopmental phenotype prediction
A Fawaz, LZJ Williams, A Alansary, C Bass, K Gopinath, M da Silva, ...
bioRxiv, 2021.12. 01.470730, 2021
122021
Graph domain adaptation for alignment-invariant brain surface segmentation
K Gopinath, C Desrosiers, H Lombaert
Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and …, 2020
102020
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
82019
Learning joint surface reconstruction and segmentation, from brain images to cortical surface parcellation
K Gopinath, C Desrosiers, H Lombaert
Medical Image Analysis 90, 102974, 2023
2023
Cortical analysis of heterogeneous clinical brain MRI scans for large-scale neuroimaging studies
K Gopinath, DN Greve, S Das, S Arnold, C Magdamo, JE Iglesias
arXiv preprint arXiv:2305.01827, 2023
2023
Geometrical learning of brain surface data
K Gopinath
École de technologie supérieure, 2021
2021
Cortical Parcellation via Spectral Graph Convolutions
K Gopinath, C Desrosiers, H Lombaert
2019
A design for an automated Optical Coherence Tomography analysis system
K Gopinath
International Institute of Information Technology Hyderabad, 2017
2017
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