Sulatha V. Bhandary

33 papers Journal 32Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Comprehensive Review of Deep Learning-Based Retinal Layer Integrity Assessment in Optical Coherence Tomography (OCT).
IEEE Access
T. K. Shivaprasad, Preetham Kumar, Veena Mayya, Sulatha V. Bhandary, T. Shreekumar
2025 J jnl
Transformer-Based DME Classification Using Retinal OCT Images Without Data Augmentation: An Evaluation of ViT-B16 and ViT-B32 With Optimizer Impact.
IEEE Access
K. C. Pavithra, Preetham Kumar, M. Geetha, Sulatha V. Bhandary, K. B. Ajitha Shenoy, Guruprasad Rao, Steven Lawrence Fernandes, Akshat Tulsani
2024 J jnl
CDAM-Net: Channel shuffle dual attention based multi-scale CNN for efficient glaucoma detection using fundus images.
Eng. Appl. Artif. Intell.
Dipankar Das, Deepak Ranjan Nayak, Sulatha V. Bhandary, U. Rajendra Acharya
2024 J jnl
FFA-Lens: Lesion detection tool for chronic ocular diseases in Fluorescein angiography images.
SoftwareX
Veena K. M., Venkat Tummala, Yuva Sahith Varma Sangaraju, Marreddy Sai Vineel Reddy, Preetham Kumar, Veena Mayya, Uma Kulkarni, Sulatha V. Bhandary, Shailaja S.
2023 J jnl
An automated classification framework for glaucoma detection in fundus images using ensemble of dynamic selection methods.
Prog. Artif. Intell.
Sumaiya Pathan, Preetham Kumar, Radhika M. Pai, Sulatha V. Bhandary
2022 — conf
EyeEncrypt: A Cyber-Secured Framework for Retinal Image Segmentation.
ATIS
Govardhan Hegde, Shourya Gupta, Gautham Manuru Prabhu, Sulatha V. Bhandary
2021 J jnl
Automated segmentation and classification of retinal features for glaucoma diagnosis.
Biomed. Signal Process. Control.
Sumaiya Pathan, Preetham Kumar, Radhika M. Pai, Sulatha V. Bhandary
2021 J jnl
ECNet: An evolutionary convolutional network for automated glaucoma detection using fundus images.
Biomed. Signal Process. Control.
Deepak Ranjan Nayak, Dibyasundar Das, Banshidhar Majhi, Sulatha V. Bhandary, U. Rajendra Acharya
2020 J jnl
Improving the Performance of Convolutional Neural Network for the Segmentation of Optic Disc in Fundus Images Using Attention Gates and Conditional Random Fields.
IEEE Access
Bhargav J. Bhatkalkar, Dheeraj R. Reddy, Srikanth Prabhu, Sulatha V. Bhandary
2019 J jnl
A Two Layer Sparse Autoencoder for Glaucoma Identification with Fundus Images.
J. Medical Syst.
U. Raghavendra, Anjan Gudigar, Sulatha V. Bhandary, Tejaswi N. Rao, Edward J. Ciaccio, U. Rajendra Acharya
2019 J jnl
Automated glaucoma diagnosis using bit-plane slicing and local binary pattern techniques.
Comput. Biol. Medicine
Shishir Maheshwari, Vivek Kanhangad, Ram Bilas Pachori, Sulatha V. Bhandary, U. Rajendra Acharya
2018 J jnl
Age-related Macular Degeneration detection using deep convolutional neural network.
Future Gener. Comput. Syst.
Jen Hong Tan, Sulatha V. Bhandary, Sobha Sivaprasad, Yuki Hagiwara, Akanksha Bagchi, U. Raghavendra, A. Krishna Rao, Biju Raju, Nitin Shridhara Shetty, Arkadiusz Gertych, Kuang Chua Chua, U. Rajendra Acharya
2018 J jnl
Automated detection of retinal health using PHOG and SURF features extracted from fundus images.
Appl. Intell.
Joel E. W. Koh, Eddie-Yin-Kwee Ng, Sulatha V. Bhandary, Augustinus Laude, U. Rajendra Acharya
2018 J jnl
Automated retinal health diagnosis using pyramid histogram of visual words and Fisher vector techniques.
Comput. Biol. Medicine
Joel E. W. Koh, Eddie-Yin-Kwee Ng, Sulatha V. Bhandary, Yuki Hagiwara, Augustinus Laude, U. Rajendra Acharya
2018 J jnl
Computer-aided diagnosis of glaucoma using fundus images: A review.
Comput. Methods Programs Biomed.
Yuki Hagiwara, Joel E. W. Koh, Jen Hong Tan, Sulatha V. Bhandary, Augustinus Laude, Edward J. Ciaccio, Louis Tong, U. Rajendra Acharya
2018 J jnl
Deep convolution neural network for accurate diagnosis of glaucoma using digital fundus images.
Inf. Sci.
U. Raghavendra, Hamido Fujita, Sulatha V. Bhandary, Anjan Gudigar, Jen Hong Tan, U. Rajendra Acharya
2017 J jnl
A novel algorithm to detect glaucoma risk using texton and local configuration pattern features extracted from fundus images.
Comput. Biol. Medicine
U. Rajendra Acharya, Shreya Bhat, Joel E. W. Koh, Sulatha V. Bhandary, Hojjat Adeli
2017 J jnl
Automated detection of premature delivery using empirical mode and wavelet packet decomposition techniques with uterine electromyogram signals.
Comput. Biol. Medicine
U. Rajendra Acharya, K. Vidya Sudarshan, Soon Qing Rong, Zechariah Tan, Choo Min Lim, Joel E. W. Koh, Sujatha Nayak, Sulatha V. Bhandary
2017 J jnl
Automated diabetic macular edema (DME) grading system using DWT, DCT Features and maculopathy index.
Comput. Biol. Medicine
U. Rajendra Acharya, Muthu Rama Krishnan Mookiah, Joel E. W. Koh, Jen Hong Tan, Sulatha V. Bhandary, A. Krishna Rao, Yuki Hagiwara, Chua Kuang Chua, Augustinus Laude
2017 J jnl
Automated screening tool for dry and wet age-related macular degeneration (ARMD) using pyramid of histogram of oriented gradients (PHOG) and nonlinear features.
J. Comput. Sci.
U. Rajendra Acharya, Yuki Hagiwara, Joel E. W. Koh, Jen Hong Tan, Sulatha V. Bhandary, A. Krishna Rao, U. Raghavendra
2017 J jnl
Automated segmentation of exudates, haemorrhages, microaneurysms using single convolutional neural network.
Inf. Sci.
Jen Hong Tan, Hamido Fujita, Sobha Sivaprasad, Sulatha V. Bhandary, A. Krishna Rao, Kuang Chua Chua, U. Rajendra Acharya
2017 J jnl
Diagnosis of retinal health in digital fundus images using continuous wavelet transform (CWT) and entropies.
Comput. Biol. Medicine
Joel E. W. Koh, U. Rajendra Acharya, Yuki Hagiwara, U. Raghavendra, Jen Hong Tan, Subbhuraam Vinitha Sree, Sulatha V. Bhandary, A. Krishna Rao, Sobha Sivaprasad, Kuang Chua Chua, Augustinus Laude, Louis Tong
2017 J jnl
Iterative variational mode decomposition based automated detection of glaucoma using fundus images.
Comput. Biol. Medicine
Shishir Maheshwari, Ram Bilas Pachori, Vivek Kanhangad, Sulatha V. Bhandary, U. Rajendra Acharya
2017 J jnl
Segmentation of optic disc, fovea and retinal vasculature using a single convolutional neural network.
CoRR
Jen Hong Tan, U. Rajendra Acharya, Sulatha V. Bhandary, Kuang Chua Chua, Sobha Sivaprasad
2017 J jnl
Segmentation of optic disc, fovea and retinal vasculature using a single convolutional neural network.
J. Comput. Sci.
Jen Hong Tan, U. Rajendra Acharya, Sulatha V. Bhandary, Kuang Chua Chua, Sobha Sivaprasad
2016 J jnl
Automated screening system for retinal health using bi-dimensional empirical mode decomposition and integrated index.
Comput. Biol. Medicine
U. Rajendra Acharya, Muthu Rama Krishnan Mookiah, Joel E. W. Koh, Jen Hong Tan, Sulatha V. Bhandary, A. Krishna Rao, Hamido Fujita, Yuki Hagiwara, Chua Kuang Chua, Augustinus Laude
2016 J jnl
Novel risk index for the identification of age-related macular degeneration using radon transform and DWT features.
Comput. Biol. Medicine
U. Rajendra Acharya, Muthu Rama Krishnan Mookiah, Joel E. W. Koh, Jen Hong Tan, Kevin Noronha, Sulatha V. Bhandary, A. Krishna Rao, Yuki Hagiwara, Chua Kuang Chua, Augustinus Laude
2015 J jnl
Application of different imaging modalities for diagnosis of Diabetic Macular Edema: A review.
Comput. Biol. Medicine
Muthu Rama Krishnan Mookiah, U. Rajendra Acharya, Hamido Fujita, Jen Hong Tan, Chua Kuang Chua, Sulatha V. Bhandary, Augustinus Laude, Louis Tong
2015 J jnl
Automated detection of age-related macular degeneration using empirical mode decomposition.
Knowl. Based Syst.
Muthu Rama Krishnan Mookiah, U. Rajendra Acharya, Hamido Fujita, Joel E. W. Koh, Jen Hong Tan, Chua Kuang Chua, Sulatha V. Bhandary, Kevin Noronha, Augustinus Laude, Louis Tong
2015 J jnl
Classification of diabetes maculopathy images using data-adaptive neuro-fuzzy inference classifier.
Medical Biol. Eng. Comput.
Sulaimon Ibrahim, Pradeep Chowriappa, Sumeet Dua, U. Rajendra Acharya, Kevin Noronha, Sulatha V. Bhandary, Hatwib Mugasa
2015 J jnl
Decision support system for the glaucoma using Gabor transformation.
Biomed. Signal Process. Control.
U. Rajendra Acharya, E. Y. K. Ng, Wei Jie Eugene Lim, Kevin Noronha, Lim Choo Min, K. Prabhakar Nayak, Sulatha V. Bhandary
2015 J jnl
Local configuration pattern features for age-related macular degeneration characterization and classification.
Comput. Biol. Medicine
Muthu Rama Krishnan Mookiah, U. Rajendra Acharya, Hamido Fujita, Joel E. W. Koh, Jen Hong Tan, Kevin Noronha, Sulatha V. Bhandary, Chua Kuang Chua, Choo Min Lim, Augustinus Laude, Louis Tong
2014 J jnl
Automated classification of glaucoma stages using higher order cumulant features.
Biomed. Signal Process. Control.
Kevin Noronha, U. Rajendra Acharya, K. Prabhakar Nayak, Roshan Joy Martis, Sulatha V. Bhandary