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Suman Sedai
Suman Sedai
Datarock
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Year
Deformable medical image registration using generative adversarial networks
D Mahapatra, B Antony, S Sedai, R Garnavi
2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018 …, 2018
1782018
Uncertainty guided semi-supervised segmentation of retinal layers in OCT images
S Sedai, B Antony, R Rai, K Jones, H Ishikawa, J Schuman, W Gadi, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019
992019
Semi-supervised segmentation of optic cup in retinal fundus images using variational autoencoder
S Sedai, D Mahapatra, S Hewavitharanage, S Maetschke, R Garnavi
Medical Image Computing and Computer-Assisted Intervention− MICCAI 2017 …, 2017
822017
Retinal image quality classification using saliency maps and CNNs
D Mahapatra, PK Roy, S Sedai, R Garnavi
International Workshop on Machine Learning in Medical Imaging, 172-179, 2016
732016
Joint registration and segmentation of xray images using generative adversarial networks
D Mahapatra, Z Ge, S Sedai, R Chakravorty
Machine Learning in Medical Imaging: 9th International Workshop, MLMI 2018 …, 2018
672018
Chest x-rays classification: A multi-label and fine-grained problem
Z Ge, D Mahapatra, S Sedai, R Garnavi, R Chakravorty
arXiv preprint arXiv:1807.07247, 2018
642018
Joint segmentation and uncertainty visualization of retinal layers in optical coherence tomography images using Bayesian deep learning
S Sedai, B Antony, D Mahapatra, R Garnavi
Computational Pathology and Ophthalmic Medical Image Analysis: First …, 2018
612018
Segmentation of optic disc and optic cup in retinal fundus images using shape regression
S Sedai, PK Roy, D Mahapatra, R Garnavi
2016 38th Annual International Conference of the IEEE Engineering in …, 2016
612016
Skin lesion segmentation using deep convolution networks guided by local unsupervised learning
B Bozorgtabar, S Sedai, PK Roy, R Garnavi
IBM Journal of Research and Development 61 (4/5), 6: 1-6: 8, 2017
602017
A novel hybrid approach for severity assessment of diabetic retinopathy in colour fundus images
P Roy, R Tennakoon, K Cao, S Sedai, D Mahapatra, S Maetschke, ...
2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017 …, 2017
552017
Retinal image quality assessment, error identification and automatic quality correction
R Garnavi, D Mahapatra, PK Roy, S Sedai
US Patent 9,779,492, 2017
542017
The alzheimer's disease prediction of longitudinal evolution (TADPOLE) challenge: Results after 1 year follow-up
RV Marinescu, NP Oxtoby, AL Young, EE Bron, AW Toga, MW Weiner, ...
arXiv preprint arXiv:2002.03419, 2020
502020
Image quality classification for DR screening using convolutional neural networks
R Tennakoon, D Mahapatra, P Roy, S Sedai, R Garnavi
Proceedings of the ophthalmic medical image analysis international workshop …, 2016
442016
Deep multiscale convolutional feature learning for weakly supervised localization of chest pathologies in x-ray images
S Sedai, D Mahapatra, Z Ge, R Chakravorty, R Garnavi
Machine Learning in Medical Imaging: 9th International Workshop, MLMI 2018 …, 2018
432018
A Gaussian process guided particle filter for tracking 3D human pose in video
S Sedai, M Bennamoun, DQ Huynh
IEEE transactions on image processing 22 (11), 4286-4300, 2013
432013
Skin lesion segmentation using deep convolution networks guided by local unsupervised learning
SB Bozorgtabar, R Garnavi, P Roy, S Sedai
US Patent 10,223,788, 2019
362019
Elastic registration of medical images with gans
D Mahapatra, S Sedai, R Garnavi
arXiv preprint arXiv:1805.02369 7, 2018
352018
A CNN based neurobiology inspired approach for retinal image quality assessment
D Mahapatra, PK Roy, S Sedai, R Garnavi
2016 38th Annual International Conference of the IEEE Engineering in …, 2016
332016
Multi-stage segmentation of the fovea in retinal fundus images using fully convolutional neural networks
S Sedai, R Tennakoon, P Roy, K Cao, R Garnavi
2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017 …, 2017
292017
Context-based appearance descriptor for 3D human pose estimation from monocular images
S Sedai, M Bennamoun, D Huynh
2009 Digital Image Computing: Techniques and Applications, 484-491, 2009
272009
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