Sulatha V. Bhandary

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 25

Top Topics

Convolutional Neural Network

Automated Detection

Diabetic Retinopathy

Top Venues

Comput. Biol. Medicine

Biomed. Signal Process. Control.

J. Comput. Sci.

Publications

Veena K. M., Venkat Tummala, Yuva Sahith Varma Sangaraju, Marreddy Sai Vineel Reddy, Preetham Kumar, Veena Mayya, Uma Kulkarni, Sulatha V. Bhandary, Shailaja S.
FFA-Lens: Lesion detection tool for chronic ocular diseases in Fluorescein angiography images. SoftwareX 26 (2024)
Dipankar Das, Deepak Ranjan Nayak, Sulatha V. Bhandary, U. Rajendra Acharya
CDAM-Net: Channel shuffle dual attention based multi-scale CNN for efficient glaucoma detection using fundus images. Eng. Appl. Artif. Intell. 133 (2024)
Sumaiya Pathan, Preetham Kumar, Radhika M. Pai, Sulatha V. Bhandary
An automated classification framework for glaucoma detection in fundus images using ensemble of dynamic selection methods. Prog. Artif. Intell. 12 (3) (2023)
Govardhan Hegde, Shourya Gupta, Gautham Manuru Prabhu, Sulatha V. Bhandary
EyeEncrypt: A Cyber-Secured Framework for Retinal Image Segmentation. ATIS (2022)
Sumaiya Pathan, Preetham Kumar, Radhika M. Pai, Sulatha V. Bhandary
Automated segmentation and classifcation of retinal features for glaucoma diagnosis. Biomed. Signal Process. Control. 63 (2021)
Deepak Ranjan Nayak, Dibyasundar Das, Banshidhar Majhi, Sulatha V. Bhandary, U. Rajendra Acharya
ECNet: An evolutionary convolutional network for automated glaucoma detection using fundus images. Biomed. Signal Process. Control. 67 (2021)
Bhargav J. Bhatkalkar, Dheeraj R. Reddy, Srikanth Prabhu, Sulatha V. Bhandary
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 8 (2020)
U. Raghavendra, Anjan Gudigar, Sulatha V. Bhandary, Tejaswi N. Rao, Edward J. Ciaccio, U. Rajendra Acharya
A Two Layer Sparse Autoencoder for Glaucoma Identification with Fundus Images. J. Medical Syst. 43 (9) (2019)
Shishir Maheshwari, Vivek Kanhangad, Ram Bilas Pachori, Sulatha V. Bhandary, U. Rajendra Acharya
Automated glaucoma diagnosis using bit-plane slicing and local binary pattern techniques. Comput. Biol. Medicine 105 (2019)
U. Raghavendra, Hamido Fujita, Sulatha V. Bhandary, Anjan Gudigar, Jen Hong Tan, U. Rajendra Acharya
Deep convolution neural network for accurate diagnosis of glaucoma using digital fundus images. Inf. Sci. 441 (2018)
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
Age-related Macular Degeneration detection using deep convolutional neural network. Future Gener. Comput. Syst. 87 (2018)
Yuki Hagiwara, Joel E. W. Koh, Jen Hong Tan, Sulatha V. Bhandary, Augustinus Laude, Edward J. Ciaccio, Louis Tong, U. Rajendra Acharya
Computer-aided diagnosis of glaucoma using fundus images: A review. Comput. Methods Programs Biomed. 165 (2018)
Joel E. W. Koh, Eddie-Yin-Kwee Ng, Sulatha V. Bhandary, Yuki Hagiwara, Augustinus Laude, U. Rajendra Acharya
Automated retinal health diagnosis using pyramid histogram of visual words and Fisher vector techniques. Comput. Biol. Medicine 92 (2018)
Joel E. W. Koh, Eddie-Yin-Kwee Ng, Sulatha V. Bhandary, Augustinus Laude, U. Rajendra Acharya
Automated detection of retinal health using PHOG and SURF features extracted from fundus images. Appl. Intell. 48 (5) (2018)
U. Rajendra Acharya, Yuki Hagiwara, Joel E. W. Koh, Jen Hong Tan, Sulatha V. Bhandary, A. Krishna Rao, U. Raghavendra
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. 20 (2017)
U. Rajendra Acharya, Shreya Bhat, Joel E. W. Koh, Sulatha V. Bhandary, Hojjat Adeli
A novel algorithm to detect glaucoma risk using texton and local configuration pattern features extracted from fundus images. Comput. Biol. Medicine 88 (2017)
Jen Hong Tan, U. Rajendra Acharya, Sulatha V. Bhandary, Kuang Chua Chua, Sobha Sivaprasad
Segmentation of optic disc, fovea and retinal vasculature using a single convolutional neural network. J. Comput. Sci. 20 (2017)
Jen Hong Tan, U. Rajendra Acharya, Sulatha V. Bhandary, Kuang Chua Chua, Sobha Sivaprasad
Segmentation of optic disc, fovea and retinal vasculature using a single convolutional neural network. CoRR (2017)
Jen Hong Tan, Hamido Fujita, Sobha Sivaprasad, Sulatha V. Bhandary, A. Krishna Rao, Kuang Chua Chua, U. Rajendra Acharya
Automated segmentation of exudates, haemorrhages, microaneurysms using single convolutional neural network. Inf. Sci. 420 (2017)
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
Automated diabetic macular edema (DME) grading system using DWT, DCT Features and maculopathy index. Comput. Biol. Medicine 84 (2017)
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
Diagnosis of retinal health in digital fundus images using continuous wavelet transform (CWT) and entropies. Comput. Biol. Medicine 84 (2017)
U. Rajendra Acharya, K. Vidya Sudarshan, Soon Qing Rong, Zechariah Tan, Choo Min Lim, Joel E. W. Koh, Sujatha Nayak, Sulatha V. Bhandary
Automated detection of premature delivery using empirical mode and wavelet packet decomposition techniques with uterine electromyogram signals. Comput. Biol. Medicine 85 (2017)
Shishir Maheshwari, Ram Bilas Pachori, Vivek Kanhangad, Sulatha V. Bhandary, U. Rajendra Acharya
Iterative variational mode decomposition based automated detection of glaucoma using fundus images. Comput. Biol. Medicine 88 (2017)
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
Novel risk index for the identification of age-related macular degeneration using radon transform and DWT features. Comput. Biol. Medicine 73 (2016)
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
Automated screening system for retinal health using bi-dimensional empirical mode decomposition and integrated index. Comput. Biol. Medicine 75 (2016)
U. Rajendra Acharya, E. Y. K. Ng, Wei Jie Eugene Lim, Kevin Noronha, Lim Choo Min, K. Prabhakar Nayak, Sulatha V. Bhandary
Decision support system for the glaucoma using Gabor transformation. Biomed. Signal Process. Control. 15 (2015)
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
Automated detection of age-related macular degeneration using empirical mode decomposition. Knowl. Based Syst. 89 (2015)
Sulaimon Ibrahim, Pradeep Chowriappa, Sumeet Dua, U. Rajendra Acharya, Kevin Noronha, Sulatha V. Bhandary, Hatwib Mugasa
Classification of diabetes maculopathy images using data-adaptive neuro-fuzzy inference classifier. Medical Biol. Eng. Comput. 53 (12) (2015)
Muthu Rama Krishnan Mookiah, U. Rajendra Acharya, Hamido Fujita, Jen Hong Tan, Chua Kuang Chua, Sulatha V. Bhandary, Augustinus Laude, Louis Tong
Application of different imaging modalities for diagnosis of Diabetic Macular Edema: A review. Comput. Biol. Medicine 66 (2015)
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
Local configuration pattern features for age-related macular degeneration characterization and classification. Comput. Biol. Medicine 63 (2015)
Kevin Noronha, U. Rajendra Acharya, K. Prabhakar Nayak, Roshan Joy Martis, Sulatha V. Bhandary
Automated classification of glaucoma stages using higher order cumulant features. Biomed. Signal Process. Control. 10 (2014)