Follow
Jason Kugelman
Jason Kugelman
PhD Candidate, Contact Lens and Visual Optics Laboratory, QUT
Verified email at qut.edu.au
Title
Cited by
Cited by
Year
Automatic segmentation of OCT retinal boundaries using recurrent neural networks and graph search
J Kugelman, D Alonso-Caneiro, SA Read, SJ Vincent, MJ Collins
Biomedical optics express 9 (11), 5759-5777, 2018
1142018
Automatic choroidal segmentation in OCT images using supervised deep learning methods
J Kugelman, D Alonso-Caneiro, SA Read, J Hamwood, SJ Vincent, ...
Scientific reports 9 (1), 13298, 2019
1092019
Retinal boundary segmentation in stargardt disease optical coherence tomography images using automated deep learning
J Kugelman, D Alonso-Caneiro, Y Chen, S Arunachalam, D Huang, ...
Translational vision science & technology 9 (11), 12-12, 2020
272020
A comparison of deep learning U-Net architectures for posterior segment OCT retinal layer segmentation
J Kugelman, J Allman, SA Read, SJ Vincent, J Tong, M Kalloniatis, ...
Scientific reports 12 (1), 14888, 2022
262022
Effect of altered OCT image quality on deep learning boundary segmentation
J Kugelman, D Alonso-Caneiro, SA Read, SJ Vincent, FK Chen, ...
Ieee Access 8, 43537-43553, 2020
252020
Deep feature loss to denoise OCT images using deep neural networks
M Mehdizadeh, C MacNish, D Xiao, D Alonso-Caneiro, J Kugelman, ...
Journal of Biomedical Optics 26 (4), 046003-046003, 2021
202021
Data augmentation for patch-based OCT chorio-retinal segmentation using generative adversarial networks
J Kugelman, D Alonso-Caneiro, SA Read, SJ Vincent, FK Chen, ...
Neural Computing and Applications 33 (13), 7393-7408, 2021
142021
Automatic retinal and choroidal boundary segmentation in OCT images using patch-based supervised machine learning methods
D Alonso-Caneiro, J Kugelman, J Hamwood, SA Read, SJ Vincent, ...
Computer Vision–ACCV 2018 Workshops: 14th Asian Conference on Computer …, 2019
142019
Constructing synthetic chorio-retinal patches using generative adversarial networks
J Kugelman, D Alonso-Caneiro, SA Read, SJ Vincent, FK Chen, ...
2019 Digital Image Computing: Techniques and Applications (DICTA), 1-8, 2019
102019
Conjunctival ultraviolet autofluorescence area decreases with age and sunglasses use
G Lingham, J Kugelman, J Charng, SSY Lee, S Yazar, CM McKnight, ...
British Journal of Ophthalmology 107 (5), 614-620, 2023
72023
Deep learning: applications in retinal and optic nerve diseases
J Charng, K Alam, G Swartz, J Kugelman, D Alonso-Caneiro, DA Mackey, ...
Clinical and Experimental Optometry 106 (5), 466-475, 2023
42023
A review of generative adversarial network applications in optical coherence tomography image analysis
J Kugelman, D Alonso-Caneiro, SA Read, MJ Collins
Journal of Optometry 15, S1-S11, 2022
42022
Dual image and mask synthesis with GANs for semantic segmentation in optical coherence tomography
J Kugelman, D Alonso-Caneiro, SA Read, SJ Vincent, FK Chen, ...
2020 Digital Image Computing: Techniques and Applications (DICTA), 1-8, 2020
32020
Use of uncertainty quantification as a surrogate for layer segmentation error in Stargardt disease retinal OCT images
D Alonso-Caneiro, J Kugelman, J Tong, M Kalloniatis, FK Chen, SA Read, ...
2021 Digital Image Computing: Techniques and Applications (DICTA), 1-8, 2021
22021
OCT chorio-retinal segmentation with adversarial loss
J Kugelman, D Alonso–Caneiro, SA Read, SJ Vincent, MJ Collins
2021 Digital Image Computing: Techniques and Applications (DICTA), 01-08, 2021
22021
Enhanced OCT chorio-retinal segmentation in low-data settings with semi-supervised GAN augmentation using cross-localisation
J Kugelman, D Alonso-Caneiro, SA Read, SJ Vincent, MJ Collins
Computer Vision and Image Understanding 237, 103852, 2023
12023
Semi-supervised learning with cross-localisation in shared GAN latent space for enhanced OCT data augmentation
J Kugelman, D Alonso-Caneiro, SA Read, SJ Vincent, MJ Collins
2022 International Conference on Digital Image Computing: Techniques and …, 2022
12022
Characterisation of the normal human ganglion cell–inner plexiform layer using widefield optical coherence tomography
J Tong, D Alonso‐Caneiro, J Kugelman, J Phu, SK Khuu, M Kalloniatis
Ophthalmic and Physiological Optics, 2023
2023
Conjunctival ultraviolet autofluorescence area is predictive of pterygium onset in young adults
DA Mackey, G Lingham, J Kugelman, J Charng, SSY Lee, S Yazar, ...
Investigative Ophthalmology & Visual Science 62 (8), 708-708, 2021
2021
Patch-based and fully semantic deep learning methods for automatic choroidal segmentation in OCT images
D Alonso-Caneiro, J Kugelman, SA Read, J Hamwood, SJ Vincent, ...
Investigative Ophthalmology & Visual Science 60 (9), 1507-1507, 2019
2019
The system can't perform the operation now. Try again later.
Articles 1–20