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
2832015
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
1712012
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
1592011
Generative openmax for multi-class open set classification
ZY Ge, S Demyanov, Z Chen, R Garnavi
arXiv preprint arXiv:1707.07418, 2017
1232017
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
922018
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
882019
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
762019
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
702017
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
642010
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
572017
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
562016
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
552016
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
472018
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
442016
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
432017
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
362017
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
342005
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
332017
Sparse coding based skin lesion segmentation using dynamic rule-based refinement
B Bozorgtabar, M Abedini, R Garnavi
international workshop on machine learning in medical imaging, 254-261, 2016
322016
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
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