• 587 Citations
  • 16 h-Index
1978 …2019
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Research Output 1978 2019

  • 587 Citations
  • 16 h-Index
  • 41 Article
  • 2 Letter
  • 2 Review article
  • 1 Conference contribution
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Article
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

Computer aided diagnosis
Glaucoma
Learning systems
Screening
Testing

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

Optics
Discriminant analysis
Higher order statistics
Health care
Support vector machines

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

Glaucoma
Support vector machines
Screening
Mass Screening
Nerve Fibers

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

Image quality
Neural networks
Lighting
Medical imaging
Quality assessment
2018
17 Citations (Scopus)

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

Neural networks
Screening
Aging of materials
Costs
1 Citation (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

Screening
Health
Electric fuses
Classifiers
Aging of materials
6 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

Health
Macular Degeneration
Diabetic Retinopathy
Glaucoma
Eye Diseases
48 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

Computer aided diagnosis
Computer-aided Diagnosis
Convolution
Digital Image
Neural Networks
4 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

Diabetic Foot
Diabetic Retinopathy
India
Tertiary Healthcare
Tertiary Care Centers
9 Citations (Scopus)
Expert systems
Classifiers
Radon
Optics
Screening
2017
30 Citations (Scopus)

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

Glaucoma
Optics
Filter banks
Optic Nerve
Convolution
20 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

Premature Obstetric Labor
Electromyography
Pregnant Women
Emergencies
Decomposition
25 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

Wavelet Analysis
Macular Edema
Discrete cosine transforms
Discrete wavelet transforms
Radon
9 Citations (Scopus)
Pyramid
Degeneration
Histogram
Screening
Feature extraction
45 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

Aneurysm
Segmentation
Neural Networks
Neural networks
Computer aided diagnosis
16 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

Wavelet Analysis
Macular Degeneration
Entropy
Diabetic Retinopathy
Glaucoma
25 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

Glaucoma
Entropy
Decomposition
Fractal dimension
Support vector machines

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

Ethambutol
Optic Nerve Diseases
Vision Tests
Pallor
Scotoma

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

Astrocytoma
Optic Nerve
Optics
Neurofibromatosis 1
Magnetic resonance imaging
57 Citations (Scopus)

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

Blood Vessels
Blood vessels
Optics
Segmentation
Neural Networks

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

Pediatrics
Wounds and Injuries
Visual Acuity
Eye Injuries
Traffic Accidents
2016
32 Citations (Scopus)

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

Screening
Eye Diseases
Macular Degeneration
Health
Diabetic Retinopathy
2 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

Ethambutol
Optic Nerve Diseases
Blindness
Spinal Tuberculosis
Pallor

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

Ophthalmic Solutions
Low Tension Glaucoma
Timolol
Infection
brinzolamide
1 Citation (Scopus)

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

Retinal Perforations
Glaucoma
Retinal Diseases
Early Diagnosis
Research
Optical tomography
Optical Coherence Tomography
Nerve Fibers
Fibers
Hypotension
30 Citations (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

Wavelet Analysis
Radon
Discrete wavelet transforms
Macular Degeneration
Discriminant analysis
2015
15 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

Discriminant analysis
Decomposition
Screening
Classifiers
Radon
16 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

Fuzzy inference
Membership functions
Medical problems
Classifiers
Fuzzy logic
26 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

Macular Degeneration
Screening
Decision trees
Image analysis
Support vector machines
2 Citations (Scopus)
Orbital Cellulitis
Methicillin-Resistant Staphylococcus aureus
Abscess
Sepsis
Drainage
2014
54 Citations (Scopus)

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

Glaucoma
Classifiers
Radon
Discriminant analysis
Support vector machines
2013
36 Citations (Scopus)

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

Wavelet Analysis
Discrete wavelet transforms
Diabetic Retinopathy
Decision support systems
Support vector machines
2011
16 Citations (Scopus)

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

Malaysia
Blindness
Educational Status
General Hospitals
Observational Studies
2010
6 Citations (Scopus)

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

Colletotrichum
Keratitis
India
Natamycin
Corneal Ulcer
2006
4 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

Hematoma
Dacryocystitis
Vision Disorders
Orbit
Visual Acuity
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
1 Citation (Scopus)

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

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

1978

Paraplegia - an unusual complication of aortic aneurysm (a case report)

Bangotra, A. K., Parashar, S., Bhandary, S. V. & Kamat, L., 01-01-1978, In : Clinician. 42, 5, p. 199-201 3 p.

Research output: Contribution to journalArticle