Rahil Garnavi
Rahil Garnavi
IBM Research Australia
Verified email at au1.ibm.com
Title
Cited by
Cited by
Year
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
2602015
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
1642012
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
1542011
Generative openmax for multi-class open set classification
ZY Ge, S Demyanov, Z Chen, R Garnavi
arXiv preprint arXiv:1707.07418, 2017
1012017
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
772019
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
762018
Image super resolution using generative adversarial networks and local saliency maps for retinal image analysis
D Mahapatra, B Bozorgtabar, S Hewavitharanage, R Garnavi
International conference on medical image computing and computer-assisted …, 2017
662017
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
632019
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
612010
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
542016
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
International Conference on Medical Image Computing and Computer-Assisted …, 2017
532017
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
422016
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
422016
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
392018
Semi-supervised segmentation of optic cup in retinal fundus images using variational autoencoder
S Sedai, D Mahapatra, S Hewavitharanage, S Maetschke, R Garnavi
International Conference on Medical Image Computing and Computer-Assisted …, 2017
392017
A new segmentation method for lung HRCT images
R Garnavi, A Baraani-Dastjerdi, HA Moghaddam, M Giti, AA Rad
Digital Image Computing: Techniques and Applications (DICTA'05), 52-52, 2005
362005
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
332017
Accurate and scalable system for automatic detection of malignant melanoma
M Abedini, Q Chen, NCF Codella, R Garnavi, X Sun, ME Celebi, ...
Dermoscopy image analysis 293343, 2015
312015
Classification of melanoma lesions using wavelet-based texture analysis
R Garnavi, M Aldeen, J Bailey
2010 International Conference on Digital Image Computing: Techniques and …, 2010
302010
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
292017
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