• 860 Citations
  • 18 h-Index
1978 …2020

Research output per year

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Research Output

  • 860 Citations
  • 18 h-Index
  • 46 Article
  • 2 Letter
  • 2 Review article
  • 1 Conference contribution
2020

Automated detection of optic disc contours in fundus images using decision tree classifier

Pathan, S., Kumar, P., Pai, R. & Bhandary, S. V., 01-01-2020, In : Biocybernetics and Biomedical Engineering. 40, 1, p. 52-64 13 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Automated fundus image quality assessment and segmentation of optic disc using convolutional neural networks

Bhatkalkar, B., Joshi, A., Prabhu, S. & Bhandary, S., 01-01-2020, In : International Journal of Electrical and Computer Engineering. 10, 1, p. 816-827 12 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)

Improving the Performance of Convolutional Neural Network for the Segmentation of Optic Disc in Fundus Images Using Attention Gates and Conditional Random Fields

Bhatkalkar, B. J., Reddy, D. R., Prabhu, S. & Bhandary, S. V., 01-01-2020, In : IEEE Access. 8, p. 29299-29310 12 p., 8986563.

Research output: Contribution to journalArticle

Open Access
2019

A Two Layer Sparse Autoencoder for Glaucoma Identification with Fundus Images

Raghavendra, U., Gudigar, A., Bhandary, S. V., Rao, T. N., Ciaccio, E. J. & Acharya, U. R., 01-09-2019, In : Journal of Medical Systems. 43, 9, 299.

Research output: Contribution to journalArticle

3 Citations (Scopus)

AUTOMATED GLAUCOMA DETECTION USING CENTER SLICE of HIGHER ORDER STATISTICS

Sharma, R., Sircar, P., Pachori, R. B., Bhandary, S. V. & Acharya, U. R., 01-02-2019, In : Journal of Mechanics in Medicine and Biology. 19, 1, 1940011.

Research output: Contribution to journalArticle

3 Citations (Scopus)

Automated glaucoma diagnosis using bit-plane slicing and local binary pattern techniques

Maheshwari, S., Kanhangad, V., Pachori, R. B., Bhandary, S. V. & Acharya, U. R., 01-02-2019, In : Computers in Biology and Medicine. 105, p. 72-80 9 p.

Research output: Contribution to journalArticle

No-reference fundus image quality assessment using convolutional neural network

Bhatkalkar, B. J., Reddy, D. R., Dasu, V. A., Raykar, A., Prabhu, S., Bhandary, S. & Hegde, G., 01-04-2019, In : International Journal of Recent Technology and Engineering. 7, 6, p. 663-667 5 p.

Research output: Contribution to journalArticle

2018

Age-related Macular Degeneration detection using deep convolutional neural network

Tan, J. H., Bhandary, S. V., Sivaprasad, S., Hagiwara, Y., Bagchi, A., Raghavendra, U., Krishna Rao, A., Raju, B., Shetty, N. S., Gertych, A., Chua, K. C. & Acharya, U. R., 01-10-2018, In : Future Generation Computer Systems. 87, p. 127-135 9 p.

Research output: Contribution to journalArticle

25 Citations (Scopus)

Automated detection of retinal health using PHOG and SURF features extracted from fundus images

Koh, J. E. W., Ng, E. Y. K., Bhandary, S. V., Laude, A. & Acharya, U. R., 29-08-2018, In : Applied Intelligence. p. 1-15 15 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)

Automated retinal health diagnosis using pyramid histogram of visual words and Fisher vector techniques

Koh, J. E. W., Ng, E. Y. K., Bhandary, S. V., Hagiwara, Y., Laude, A. & Acharya, U. R., 01-01-2018, In : Computers in Biology and Medicine. 92, p. 204-209 6 p.

Research output: Contribution to journalArticle

8 Citations (Scopus)

Computer-aided diagnosis of glaucoma using fundus images: A review

Hagiwara, Y., Koh, J. E. W., Tan, J. H., Bhandary, S. V., Laude, A., Ciaccio, E. J., Tong, L. & Acharya, U. R., 01-10-2018, In : Computer Methods and Programs in Biomedicine. 165, p. 1-12 12 p.

Research output: Contribution to journalReview article

19 Citations (Scopus)

Deep convolution neural network for accurate diagnosis of glaucoma using digital fundus images

Raghavendra, U., Fujita, H., Bhandary, S. V., Gudigar, A., Tan, J. H. & Acharya, U. R., 01-05-2018, In : Information Sciences. 441, p. 41-49 9 p.

Research output: Contribution to journalArticle

86 Citations (Scopus)

Diabetic retinopathy in patients with diabetic foot syndrome in South India

Karam, T., Kamath, Y., Rao, L., Rao, K., Shenoy, S. & Bhandary, S., 01-04-2018, In : Indian Journal of Ophthalmology. 66, 4, p. 547-550 4 p.

Research output: Contribution to journalArticle

5 Citations (Scopus)
15 Citations (Scopus)

Visualizing the Indicators of Diabetic Retinopathy Learnt by Convolutional Neural Networks

Srivastava, S., Prabhu, S., Ramesh, S., Pratapneni, S., Abraham, A. & V Bhandary, S., 05-11-2018, 2017 IEEE International Conference on Computational Intelligence and Computing Research, ICCIC 2017. Krishnan, N. & Karthikeyan, M. (eds.). Institute of Electrical and Electronics Engineers Inc., 8524578. (2017 IEEE International Conference on Computational Intelligence and Computing Research, ICCIC 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2017

A novel algorithm to detect glaucoma risk using texton and local configuration pattern features extracted from fundus images

Acharya, U. R., Bhat, S., Koh, J. E. W., Bhandary, S. V. & Adeli, H., 01-09-2017, In : Computers in Biology and Medicine. 88, p. 72-83 12 p.

Research output: Contribution to journalArticle

39 Citations (Scopus)

Automated detection of premature delivery using empirical mode and wavelet packet decomposition techniques with uterine electromyogram signals

Acharya, U. R., Sudarshan, V. K., Rong, S. Q., Tan, Z., Lim, C. M., Koh, J. EW., Nayak, S. & Bhandary, S. V., 01-06-2017, In : Computers in Biology and Medicine. 85, p. 33-42 10 p.

Research output: Contribution to journalArticle

36 Citations (Scopus)

Automated diabetic macular edema (DME) grading system using DWT, DCT Features and maculopathy index

Acharya, U. R., Mookiah, M. R. K., Koh, J. E. W., Tan, J. H., Bhandary, S. V., Rao, A. K., Hagiwara, Y., Chua, C. K. & Laude, A., 01-05-2017, In : Computers in Biology and Medicine. 84, p. 59-68 10 p.

Research output: Contribution to journalArticle

30 Citations (Scopus)
11 Citations (Scopus)

Automated segmentation of exudates, haemorrhages, microaneurysms using single convolutional neural network

Tan, J. H., Fujita, H., Sivaprasad, S., Bhandary, S. V., Rao, A. K., Chua, K. C. & Acharya, U. R., 01-12-2017, In : Information Sciences. 420, p. 66-76 11 p.

Research output: Contribution to journalArticle

69 Citations (Scopus)

Diagnosis of retinal health in digital fundus images using continuous wavelet transform (CWT) and entropies

Koh, J. E. W., Acharya, U. R., Hagiwara, Y., Raghavendra, U., Tan, J. H., Sree, S. V., Bhandary, S. V., Rao, A. K., Sivaprasad, S., Chua, K. C., Laude, A. & Tong, L., 01-05-2017, In : Computers in Biology and Medicine. 84, p. 89-97 9 p.

Research output: Contribution to journalArticle

22 Citations (Scopus)

Iterative variational mode decomposition based automated detection of glaucoma using fundus images

Maheshwari, S., Pachori, R. B., Kanhangad, V., Bhandary, S. V. & Acharya, U. R., 01-09-2017, In : Computers in Biology and Medicine. 88, p. 142-149 8 p.

Research output: Contribution to journalArticle

34 Citations (Scopus)

Optic neuropathy induced by low dose of ethambutol: A rare presentation

Addoor, K. R., Janardhana Raju, V. N., Bhandary, S. V., Menon, S. G. & Gupta, A., 01-04-2017, In : Asian Journal of Pharmaceutical and Clinical Research. 10, 4, p. 12-13 2 p.

Research output: Contribution to journalArticle

Recurrent optic nerve pilocytic astrocytoma: A rare case

Menon, S. G., Raju, V. N. J., Bhandary, S. V. & Addoor, K. R., 01-05-2017, In : Journal of Clinical and Diagnostic Research. 11, 5, p. ND03-ND04

Research output: Contribution to journalArticle

Segmentation of optic disc, fovea and retinal vasculature using a single convolutional neural network

Tan, J. H., Acharya, U. R., Bhandary, S. V., Chua, K. C. & Sivaprasad, S., 01-05-2017, In : Journal of Computational Science. 20, p. 70-79 10 p.

Research output: Contribution to journalArticle

83 Citations (Scopus)

Visual outcome and ocular survival in pediatric ocular trauma

Rao, L., Bhandary, S., Addoor, K. R., Singh, A., Nair, S. & Binu, V. S., 01-01-2017, In : Asian Journal of Ophthalmology. 15, 4, p. 234-242 9 p.

Research output: Contribution to journalArticle

2016

Automated screening system for retinal health using bi-dimensional empirical mode decomposition and integrated index

Acharya, U. R., Mookiah, M. R. K., Koh, J. E. W., Tan, J. H., Bhandary, S. V., Rao, A. K., Fujita, H., Hagiwara, Y., Chua, C. K. & Laude, A., 01-08-2016, In : Computers in Biology and Medicine. 75, p. 54-62 9 p.

Research output: Contribution to journalArticle

34 Citations (Scopus)

Bilateral blindness due to anti-tubercular treatment: A rare presentation

Bhandary, S. V., Sehgal, A., Rao, L. G., Krishna Rao, A., Kusumgar, P. & Thanusubramanian, H., 01-10-2016, In : Asian Journal of Pharmaceutical and Clinical Research. 9, p. 1-2 2 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)

Brinzolamide-induced eye discharge: A rare entity

Bhandary, S. V., Krishna Rao, A., Sehgal, A. & Thanusubramanian, H., 01-05-2016, In : Asian Journal of Pharmaceutical and Clinical Research. 9, 3

Research output: Contribution to journalArticle

Feature extraction for early detection of macular hole and glaucoma in fundus images

Bhatkalkar, A. B., Hegde, B. G., Prabhu, C. S. & Bhandary, D. S., 01-10-2016, In : Journal of Medical Imaging and Health Informatics. 6, 6, p. 1536-1540 5 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)
1 Citation (Scopus)

Novel risk index for the identification of age-related macular degeneration using radon transform and DWT features

Acharya, U. R., Mookiah, M. R. K., Koh, J. E. W., Tan, J. H., Noronha, K., Bhandary, S. V., Rao, A. K., Hagiwara, Y., Chua, C. K. & Laude, A., 01-06-2016, In : Computers in Biology and Medicine. 73, p. 131-140 10 p.

Research output: Contribution to journalArticle

33 Citations (Scopus)
2015

Application of different imaging modalities for diagnosis of Diabetic Macular Edema: A review

Mookiah, M. R. K., Acharya, U. R., Fujita, H., Tan, J. H., Chua, C. K., Bhandary, S. V., Laude, A. & Tong, L., 01-11-2015, In : Computers in Biology and Medicine. 66, p. 295-315 21 p.

Research output: Contribution to journalReview article

16 Citations (Scopus)

Automated detection of age-related macular degeneration using empirical mode decomposition

Mookiah, M. R. K., Acharya, U. R., Fujita, H., Koh, J. E. W., Tan, J. H., Chua, C. K., Bhandary, S. V., Noronha, K., Laude, A. & Tong, L., 01-01-2015, In : Knowledge-Based Systems. 89, p. 654-668 15 p.

Research output: Contribution to journalArticle

15 Citations (Scopus)

Classification of diabetes maculopathy images using data-adaptive neuro-fuzzy inference classifier

Ibrahim, S., Chowriappa, P., Dua, S., Acharya, U. R., Noronha, K., Bhandary, S. & Mugasa, H., 01-12-2015, In : Medical and Biological Engineering and Computing. 53, 12, p. 1345-1360 16 p.

Research output: Contribution to journalArticle

21 Citations (Scopus)

Decision support system for the glaucoma using Gabor transformation

Acharya, U. R., Ng, E. Y. K., Eugene, L. W. J., Noronha, K. P., Min, L. C., Nayak, K. P. & Bhandary, S. V., 01-01-2015, In : Biomedical Signal Processing and Control. 15, p. 18-26 9 p.

Research output: Contribution to journalArticle

63 Citations (Scopus)

Local configuration pattern features for age-related macular degeneration characterization and classification

Mookiah, M. R. K., Acharya, U. R., Fujita, H., Koh, J. E. W., Tan, J. H., Noronha, K., Bhandary, S. V., Chua, C. K., Lim, C. M., Laude, A. & Tong, L., 01-08-2015, In : Computers in Biology and Medicine. 63, p. 208-218 11 p.

Research output: Contribution to journalArticle

28 Citations (Scopus)
2 Citations (Scopus)
2014

Automated classification of glaucoma stages using higher order cumulant features

Noronha, K. P., Acharya, U. R., Nayak, K. P., Martis, R. J. & Bhandary, S. V., 2014, In : Biomedical Signal Processing and Control. 10, 1, p. 174-183 10 p.

Research output: Contribution to journalArticle

66 Citations (Scopus)

Cunninghamella spinosum fungal corneal ulcer- first case report

Bhandary, S. V., Vijayapai, H., Rao, L. G. & Yegneswaran, P. P., 01-01-2014, In : Indian Journal of Ophthalmology. 62, 3, p. 375-376 2 p.

Research output: Contribution to journalLetter

3 Citations (Scopus)
2013

Decision support system for diabetic retinopathy using discrete wavelet transform

Noronha, K., Acharya, U. R., Nayak, K. P., Kamath, S. & Bhandary, S. V., 03-2013, In : Proceedings of the Institution of Mechanical Engineers, Part H: Journal of Engineering in Medicine. 227, 3, p. 251-261 11 p.

Research output: Contribution to journalArticle

40 Citations (Scopus)
2011

Eye donation - Awareness and willingness among attendants of patients at various clinics in Melaka, Malaysia

Bhandary, S., Khanna, R., Rao, K. A., Rao, L. G., Lingam, K. D. & Binu, V., 01-01-2011, In : Indian Journal of Ophthalmology. 59, 1, p. 41-45 5 p.

Research output: Contribution to journalArticle

18 Citations (Scopus)
2010

Colletotrichum graminicola keratitis: First case report from India

Yegneswaran, P., Pai, V., Bairy, I. & Bhandary, S., 01-09-2010, In : Indian Journal of Ophthalmology. 58, 5, p. 415-417 3 p.

Research output: Contribution to journalArticle

7 Citations (Scopus)
2006

Floppy eyelid syndrome in an infant [12]

Rao, L., Bhandary, S., Devi, A. & Gangadharan, S., 01-09-2006, In : Indian Journal of Ophthalmology. 54, 3, p. 217-218 2 p.

Research output: Contribution to journalLetter

11 Citations (Scopus)

Visual loss following dacryocystectomy

Pai, V. H., Rao, K. A. & Bhandary, S. V., 01-11-2006, In : Ophthalmic Surgery Lasers and Imaging. 37, 6, p. 494-496 3 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)
1984

Carotico-cavernous fistula. A case report

Parashar, S., Singbal, U. & Bhandary, S., 01-01-1984, In : Clinician. 48, 1, p. 47-49 3 p.

Research output: Contribution to journalArticle

1983

A clinicopathological study of lymphomas

Parashar, S., Singbal, U., Bhandary, S. V. & Surlakar, L. V., 01-01-1983, In : Clinician. 47, 9, p. 331-340 10 p.

Research output: Contribution to journalArticle

1981

Auto immune haemolytic anaemia.

Parashar, S., Bhandary, S., Menezes, S., Kamat, L., Hede, S. S., Fernandes, H. & Bangotra, A. K., 01-08-1981, In : The Journal of the Association of Physicians of India. 29, 8, p. 679-682 4 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)
1979

Pulmonary cyst.

Bangotra, A. K., Parashar, S., Bhandary, S. V. & De Souza, P., 01-07-1979, In : The Indian journal of chest diseases & allied sciences. 21, 3, p. 155-158 4 p.

Research output: Contribution to journalArticle