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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
1772018
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
902019
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
802017
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
632018
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
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
602018
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
512017
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
482020
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
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
422018
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
422016
Elastic registration of medical images with gans
D Mahapatra, S Sedai, R Garnavi
arXiv preprint arXiv:1805.02369 7, 2018
352018
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
342019
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
322016
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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