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Bhavna Antony
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Artificial intelligence for clinical trial design
S Harrer, P Shah, B Antony, J Hu
Trends in pharmacological sciences 40 (8), 577-591, 2019
4312019
A feature agnostic approach for glaucoma detection in OCT volumes
S Maetschke, B Antony, H Ishikawa, G Wollstein, J Schuman, R Garnavi
PloS one 14 (7), e0219126, 2019
1792019
Deformable medical image registration using generative adversarial networks
D Mahapatra, B Antony, S Sedai, R Garnavi
2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018 …, 2018
1772018
Directional optical coherence tomography provides accurate outer nuclear layer and Henle fiber layer measurements
BJ Lujan, A Roorda, JA Croskrey, AM Dubis, RF Cooper, JK Bayabo, ...
Retina 35 (8), 1511-1520, 2015
1422015
Uncertainty guided semi-supervised segmentation of retinal layers in OCT images
S Sedai, B Antony, R Rai, K Jones, H Ishikawa, J Schuman, W Gadi, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019
902019
Retinal optical coherence tomography image enhancement via deep learning
KJ Halupka, BJ Antony, MH Lee, KA Lucy, RS Rai, H Ishikawa, ...
Biomedical optics express 9 (12), 6205-6221, 2018
902018
Automated 3-D method for the correction of axial artifacts in spectral-domain optical coherence tomography images
B Antony, MD Abramoff, L Tang, WD Ramdas, JR Vingerling, ...
Biomedical optics express 2 (8), 2403-2416, 2011
822011
A combined machine-learning and graph-based framework for the segmentation of retinal surfaces in SD-OCT volumes
BJ Antony, MD Abràmoff, MM Harper, W Jeong, EH Sohn, YH Kwon, ...
Biomedical optics express 4 (12), 2712-2728, 2013
692013
Joint segmentation and uncertainty visualization of retinal layers in optical coherence tomography images using Bayesian deep learning
S Sedai, B Antony, D Mahapatra, R Garnavi
Computational Pathology and Ophthalmic Medical Image Analysis: First …, 2018
602018
Attention-guided 3D-CNN framework for glaucoma detection and structural-functional association using volumetric images
Y George, BJ Antony, H Ishikawa, G Wollstein, JS Schuman, R Garnavi
IEEE journal of biomedical and health informatics 24 (12), 3421-3430, 2020
432020
Automated 3D segmentation of intraretinal layers from optic nerve head optical coherence tomography images
BJ Antony, MD Abràmoff, K Lee, P Sonkova, P Gupta, Y Kwon, ...
Medical Imaging 2010: Biomedical Applications in Molecular, Structural, and …, 2010
342010
The Henle fiber layer in albinism: comparison to normal and relationship to outer nuclear layer thickness and foveal cone density
DJ Lee, EN Woertz, A Visotcky, MA Wilk, H Heitkotter, RE Linderman, ...
Investigative ophthalmology & visual science 59 (13), 5336-5348, 2018
322018
Layer boundary evolution method for macular OCT layer segmentation
Y Liu, A Carass, Y He, BJ Antony, A Filippatou, S Saidha, SD Solomon, ...
Biomedical optics express 10 (3), 1064-1080, 2019
302019
Estimating global visual field indices in glaucoma by combining macula and optic disc OCT scans using 3-dimensional convolutional neural networks
HH Yu, SR Maetschke, BJ Antony, H Ishikawa, G Wollstein, JS Schuman, ...
Ophthalmology Glaucoma 4 (1), 102-112, 2021
292021
Automated 3D segmentation of multiple surfaces with a shared hole: segmentation of the neural canal opening in SD-OCT volumes
BJ Antony, MS Miri, MD Abràmoff, YH Kwon, MK Garvin
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2014: 17th …, 2014
242014
Simultaneous segmentation of retinal surfaces and microcystic macular edema in SDOCT volumes
BJ Antony, A Lang, EK Swingle, O Al-Louzi, A Carass, S Solomon, ...
Medical Imaging 2016: Image Processing 9784, 357-365, 2016
202016
Automated 3D segmentation of intraretinal surfaces in SD-OCT volumes in normal and diabetic mice
BJ Antony, W Jeong, MD Abramoff, J Vance, EH Sohn, MK Garvin
Translational vision science & technology 3 (5), 8-8, 2014
192014
3D graph-based automated segmentation of corneal layers in anterior-segment optical coherence tomography images of mice
VA Robles, BJ Antony, DR Koehn, MG Anderson, MK Garvin
Medical Imaging 2014: Biomedical Applications in Molecular, Structural, and …, 2014
182014
Analysis of agreement of retinal-layer thickness measures derived from the segmentation of horizontal and vertical spectralis OCT macular scans
N Gonzalez Caldito, B Antony, Y He, A Lang, J Nguyen, A Rothman, ...
Current eye research 43 (3), 415-423, 2018
162018
Incorporation of texture-based features in optimal graph-theoretic approach with application to the 3D segmentation of intraretinal surfaces in SD-OCT volumes
BJ Antony, MD Abràmoff, M Sonka, YH Kwon, MK Garvin
Medical Imaging 2012: Image Processing 8314, 427-437, 2012
162012
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