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

Y Hagiwara, JEW Koh, JH Tan, SV Bhandary… - Computer methods and …, 2018 - Elsevier
Background and objectives Glaucoma is an eye condition which leads to permanent
blindness when the disease progresses to an advanced stage. It occurs due to inappropriate …

Deep learning in medical imaging: A brief review

S Serte, A Serener, F Al‐Turjman - Transactions on Emerging …, 2022 - Wiley Online Library
Researchers have used deep learning methods for a human level or better disease
identification and detection. This paper reports, in brief, the recent work in deep learning …

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

U Raghavendra, H Fujita, SV Bhandary, A Gudigar… - Information …, 2018 - Elsevier
Glaucoma progressively affects the optic nerve and may cause partial or complete vision
loss. Raised intravascular pressure is the only factor which can be modified to prevent …

Disc-aware ensemble network for glaucoma screening from fundus image

H Fu, J Cheng, Y Xu, C Zhang… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Glaucoma is a chronic eye disease that leads to irreversible vision loss. Most of the existing
automatic screening methods first segment the main structure and subsequently calculate …

A new approach to characterize epileptic seizures using analytic time-frequency flexible wavelet transform and fractal dimension

M Sharma, RB Pachori, UR Acharya - Pattern Recognition Letters, 2017 - Elsevier
The identification of seizure activities in non-stationary electroencephalography (EEG) is a
challenging task. The seizure detection by human inspection of EEG signals is prone to …

Automated diagnosis of glaucoma using empirical wavelet transform and correntropy features extracted from fundus images

S Maheshwari, RB Pachori… - IEEE journal of …, 2016 - ieeexplore.ieee.org
Glaucoma is an ocular disorder caused due to increased fluid pressure in the optic nerve. It
damages the optic nerve and subsequently causes loss of vision. The available scanning …

Automatic diagnosis of glaucoma using two-dimensional Fourier-Bessel series expansion based empirical wavelet transform

PK Chaudhary, RB Pachori - Biomedical Signal Processing and Control, 2021 - Elsevier
Glaucoma is an eye disease in which fluid within the eye rises and puts pressure on optic
nerves. This fluid pressure slowly damages the optic nerves, and if it is left untreated, it may …

Glaucoma diagnosis based on both hidden features and domain knowledge through deep learning models

Y Chai, H Liu, J Xu - Knowledge-Based Systems, 2018 - Elsevier
Glaucoma is one of the leading causes of blindness in the world and there is no cure for it
yet. But it is very meaningful to detect it early as earlier detection makes it possible to stop …

CA-Net: A novel cascaded attention-based network for multi-stage glaucoma classification using fundus images

D Das, DR Nayak, RB Pachori - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Glaucoma is a common eye disease that causes optic nerve damage due to high intraocular
pressure and eventually results in partial or permanent blindness if not detected timely …

An automatic detection of focal EEG signals using new class of time–frequency localized orthogonal wavelet filter banks

M Sharma, A Dhere, RB Pachori, UR Acharya - Knowledge-Based Systems, 2017 - Elsevier
It is difficult to detect subtle and vital differences in electroencephalogram (EEG) signals
simply by visual inspection. Further, the non-stationary nature of EEG signals makes the task …