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Rahil Garnavi
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Deep learning, sparse coding, and SVM for melanoma recognition in dermoscopy images
N Codella, J Cai, M Abedini, R Garnavi, A Halpern, JR Smith
International workshop on machine learning in medical imaging, 118-126, 2015
4332015
Generative openmax for multi-class open set classification
ZY Ge, S Demyanov, Z Chen, R Garnavi
arXiv preprint arXiv:1707.07418, 2017
4092017
Image super-resolution using progressive generative adversarial networks for medical image analysis
D Mahapatra, B Bozorgtabar, R Garnavi
Computerized Medical Imaging and Graphics 71, 30-39, 2019
2292019
Computer-aided diagnosis of melanoma using border-and wavelet-based texture analysis
R Garnavi, M Aldeen, J Bailey
IEEE transactions on information technology in biomedicine 16 (6), 1239-1252, 2012
2212012
Border detection in dermoscopy images using hybrid thresholding on optimized color channels
R Garnavi, M Aldeen, ME Celebi, G Varigos, S Finch
Computerized Medical Imaging and Graphics 35 (2), 105-115, 2011
1982011
A feature agnostic approach for glaucoma detection in OCT volumes
S Maetschke, B Antony, H Ishikawa, G Wollstein, J Schuman, R Garnavi
PloS one 14 (7), e0219126, 2019
1792019
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
Skin disease recognition using deep saliency features and multimodal learning of dermoscopy and clinical images
Z Ge, S Demyanov, R Chakravorty, A Bowling, R Garnavi
Medical Image Computing and Computer Assisted Intervention− MICCAI 2017 …, 2017
1242017
Image super resolution using generative adversarial networks and local saliency maps for retinal image analysis
D Mahapatra, B Bozorgtabar, S Hewavitharanage, R Garnavi
Medical Image Computing and Computer Assisted Intervention− MICCAI 2017 …, 2017
1052017
Classification of dermoscopy patterns using deep convolutional neural networks
S Demyanov, R Chakravorty, M Abedini, A Halpern, R Garnavi
2016 IEEE 13th International symposium on biomedical imaging (ISBI), 364-368, 2016
922016
Automatic segmentation of dermoscopy images using histogram thresholding on optimal color channels
R Garnavi, M Aldeen, ME Celebi, A Bhuiyan, C Dolianitis, G Varigos
International Journal of Medicine and Medical Sciences 1 (2), 126-134, 2010
912010
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
Retinal optical coherence tomography image enhancement via deep learning
KJ Halupka, BJ Antony, MH Lee, KA Lucy, RS Rai, H Ishikawa, ...
Biomedical optics express 9 (12), 6205-6221, 2018
902018
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
Chest X-rays Classification: A Multi-Label and Fine-Grained Problem
Z Ge, D Mahapatra, S Sedai, R Garnavi, R Chakravorty
https://arxiv.org/abs/1807.07247, 2018
632018
Exploiting local and generic features for accurate skin lesions classification using clinical and dermoscopy imaging
Z Ge, S Demyanov, B Bozorgtabar, M Abedini, R Chakravorty, A Bowling, ...
2017 IEEE 14th international symposium on biomedical imaging (ISBI 2017 …, 2017
622017
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
Sparse coding based skin lesion segmentation using dynamic rule-based refinement
B Bozorgtabar, M Abedini, R Garnavi
Machine Learning in Medical Imaging: 7th International Workshop, MLMI 2016 …, 2016
562016
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