Segui
Rahil Garnavi
Titolo
Citata da
Citata da
Anno
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
4532015
Generative openmax for multi-class open set classification
ZY Ge, S Demyanov, Z Chen, R Garnavi
arXiv preprint arXiv:1707.07418, 2017
4512017
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
2602019
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
2172012
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
2022011
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
1852019
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
1802018
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
1342017
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
1082017
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
1012016
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
982019
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
972018
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
962010
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
852017
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
682018
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
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
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
592016
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