Sohini Roychowdhury
Sohini Roychowdhury
Affiliate Assistant Professor, Electrical and Computer Engineering, University of Washington
Verified email at uw.edu - Homepage
Title
Cited by
Cited by
Year
DREAM: diabetic retinopathy analysis using machine learning
S Roychowdhury, DD Koozekanani, KK Parhi
IEEE journal of biomedical and health informatics 18 (5), 1717-1728, 2013
1972013
Blood vessel segmentation of fundus images by major vessel extraction and subimage classification
S Roychowdhury, DD Koozekanani, KK Parhi
IEEE journal of biomedical and health informatics 19 (3), 1118-1128, 2014
1922014
Iterative vessel segmentation of fundus images
S Roychowdhury, DD Koozekanani, KK Parhi
IEEE Transactions on Biomedical Engineering 62 (7), 1738-1749, 2015
1342015
Optic disc boundary and vessel origin segmentation of fundus images
S Roychowdhury, DD Koozekanani, SN Kuchinka, KK Parhi
IEEE journal of biomedical and health informatics 20 (6), 1562-1574, 2015
612015
Automated localization of cysts in diabetic macular edema using optical coherence tomography images
S Roychowdhury, DD Koozekanani, S Radwan, KK Parhi
2013 35th Annual International Conference of the IEEE Engineering in …, 2013
362013
Efficient mitigation strategies for epidemics in rural regions
C Scoglio, W Schumm, P Schumm, T Easton, SR Chowdhury, A Sydney, ...
PLoS One 5 (7), 2010
282010
Prediction of electric power consumption for commercial buildings
V Cherkassky, SR Chowdhury, V Landenberger, S Tewari, P Bursch
The 2011 International Joint Conference on Neural Networks, 666-672, 2011
272011
A generalized flow for multi-class and binary classification tasks: An Azure ML approach
M Bihis, S Roychowdhury
2015 IEEE International Conference on Big Data (Big Data), 1728-1737, 2015
242015
Screening fundus images for diabetic retinopathy
S Roychowdhury, DD Koozekanani, KK Parhi
2012 Conference Record of the Forty Sixth Asilomar Conference on Signals …, 2012
232012
Segmentation of intra-retinal cysts from optical coherence tomography images using a fully convolutional neural network model
GN Girish, B Thakur, SR Chowdhury, AR Kothari, J Rajan
IEEE journal of biomedical and health informatics 23 (1), 296-304, 2018
222018
AG-MIC: Azure-Based Generalized Flow for Medical Image Classification
S Roychowdhury, M Bihis
IEEE Access, 2016
152016
A SURVEY OF THE TRENDS IN FACIAL AND EXPRESSION RECOGNITION DATABASES AND METHODS
S Roychowdhury, M Emmons
International Journal of Computer Science & Engineering Survey (IJCSES) 6 …, 2015
152015
Classification of Large-Scale Fundus Image Data Sets: A Cloud-Computing Framework
S Roychowdhury
arXiv preprint arXiv:1603.08071, 2016
122016
Machine learning models for road surface and friction estimation using front-camera images
S Roychowdhury, M Zhao, A Wallin, N Ohlsson, M Jonasson
2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018
112018
Artery/vein classification of retinal blood vessels using feature selection
V Vijayakumar, DD Koozekanani, R White, J Kohler, S Roychowdhury, ...
2016 38th annual international conference of the IEEE engineering in …, 2016
92016
Automated detection of neovascularization for proliferative diabetic retinopathy screening
S Roychowdhury, DD Koozekanani, KK Parhi
2016 38th Annual International Conference of the IEEE Engineering in …, 2016
92016
Automated denoising and segmentation of optical coherence tomography images
S Roychowdhury, DD Koozekanani, KK Parhi
2013 Asilomar Conference on Signals, Systems and Computers, 258-262, 2013
92013
A benchmark study of automated intra-retinal cyst segmentation algorithms using optical coherence tomography b-scans
GN Girish, VA Anima, AR Kothari, PV Sudeep, S Roychowdhury, J Rajan
Computer methods and programs in biomedicine 153, 105-114, 2018
82018
3-D localization of Diabetic Macular Edema using OCT thickness maps
S Roychowdhury, DD Koozekanani, M Reinsbach, KK Parhi
2015 37th Annual International Conference of the IEEE Engineering in …, 2015
62015
Non-deep CNN for multi-modal image classification and feature learning: An Azure-based model
S Roychowdhury, J Ren
2016 IEEE International Conference on Big Data (Big Data), 2893-2812, 2016
52016
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Articles 1–20