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Pallab Roy
Pallab Roy
Data Scientist, Predictive Analytics Group
Verified email at pa-group.com.au
Title
Cited by
Cited by
Year
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
149*2016
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
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
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
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
Automatic white matter lesion segmentation using contrast enhanced FLAIR intensity and Markov Random Field
PK Roy, A Bhuiyan, A Janke, PM Desmond, TY Wong, WP Abhayaratna, ...
Computerized Medical Imaging and Graphics 45, 102-111, 2015
292015
Segmentation of optic disc and optic cup in retinal fundus images using coupled shape regression
S Sedai, P Roy, D Mahapatra, R Garnavi
Proceedings of the Ophthalmic Medical Image Analysis International Workshop …, 2016
192016
Automatically detecting eye type in retinal fundus images
R Chakravorty, R Garnavi, P Roy
US Patent 10,405,739, 2019
172019
An effective automated system for grading severity of retinal arteriovenous nicking in colour retinal images
PK Roy, UTV Nguyen, A Bhuiyan, K Ramamohanarao
2014 36th Annual International Conference of the IEEE Engineering in …, 2014
142014
Joint segmentation and characteristics estimation in medical images
D Mahapatra, R Garnavi, S Sedai, P Roy
US Patent App 15 (234,426), 2017, 2017
122017
Retinal image quality assessment, error identification and automatic quality correction
D Mahapatra, R Garnavi, S Sedai, P Roy
US Patent 9, 2017, 2017
122017
AUTOMATED SEGMENTATION OF MULTIPLE SCLEROSIS LESION IN INTENSITY ENHANCED FLAIR MRI USING TEXTURE FEATURES AND SUPPORT VECTOR MACHINE
PK Roy, A Bhuiyan, K Ramamohanarao
Image Processing (ICIP), 2013 20th IEEE International Conference on, 4277-4281, 2013
122013
System and method to teach and evaluate image grading performance using prior learned expert knowledge base
R Garnavi, D Mahapatra, PK Roy, RB Tennakoon
US Patent 10,657,838, 2020
112020
Early prediction of age related macular degeneration by image reconstruction
R Chakravorty, R Garnavi, D Mahapatra, P Roy, S Sedai
US Patent 9,943,225, 2018
112018
System and method to teach and evaluate image grading performance using prior learned expert knowledge base
D Mahapatra, R Garnavi, P Roy, R Tennakoon
US Patent App 15 (459,457), 2018
112018
Right ventricle landmark detection using multiscale HOG and random forest classifier
S Sedai, PK Roy, R Garnavi
2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI), 814-818, 2015
102015
Segmentation of right ventricle in cardiac MR images using shape regression
S Sedai, P Roy, R Garnavi
International Workshop on Machine Learning in Medical Imaging, 1-8, 2015
92015
System and method to teach and evaluate image grading performance using prior learned expert knowledge base
P Roy, D Mahapatra, R Garnavi, R Tennakoon
US Patent App 10, 2, 2021
72021
Classification of severity of pathological condition using hybrid image representation
R Garnavi, D Mahapatra, P Roy, S Sedai, RB Tennakoon
US Patent 10,169,872, 2019
62019
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