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Karthik Gopinath
Karthik Gopinath
Postdoctoral Research Fellow @ Massachusetts General Hospital & Harvard Medical School
Bestätigte E-Mail-Adresse bei mgh.harvard.edu - Startseite
Titel
Zitiert von
Zitiert von
Jahr
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
5022018
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
2032019
Graph convolutions on spectral embeddings for cortical surface parcellation
K Gopinath, C Desrosiers, H Lombaert
Medical image analysis 54, 297-305, 2019
612019
Segmentation of retinal cysts from Optical Coherence Tomography volumes via selective enhancement
K Gopinath, J Sivaswamy
IEEE Journal of Biomedical and Health Informatics, 2018
562018
A deep learning framework for segmentation of retinal layers from OCT images
K Gopinath, SB Rangrej, J Sivaswamy
ACPR 2017, 2017
392017
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
29*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
272020
Adaptive graph convolution pooling for brain surface analysis
K Gopinath, C Desrosiers, H Lombaert
Information Processing in Medical Imaging: 26th International Conference …, 2019
222019
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
162021
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
142021
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
132017
Domain knowledge assisted cyst segmentation in OCT retinal images
K Gopinath, J Sivaswamy
arXiv preprint arXiv:1612.02675, 2016
132016
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
122020
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
92019
Registration by Regression (RbR): a framework for interpretable and flexible atlas registration
K Gopinath, X Hu, M Hoffmann, O Puonti, JE Iglesias
arXiv preprint arXiv:2404.16781, 2024
12024
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
International Conference on Medical Image Computing and Computer-Assisted …, 2023
12023
Association of brain MRI signatures with Alzheimer Disease CSF biomarkers
Y Cheng, K Gopinath, B Billot, JE Iglesias, A Touroutoglou, P Kivisäkk, ...
Alzheimer's Association International Conference, 2024
2024
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
Geometrical learning of brain surface data
K Gopinath
École de technologie supérieure, 2021
2021
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