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Bhavna Josephine Antony

Artificial Intelligence for Clinical Trial Design
2019 · Stefan Harrer, Pratik Shah, et al. · Trends in Pharmacological Sciences · 718
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A feature agnostic approach for glaucoma detection in OCT volumes
2019 · Stefan Maetschke, Bhavna Antony, et al. · PLoS ONE · 217
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Deformable medical image registration using generative adversarial networks
2018 · Dwarikanath Mahapatra, Bhavna Antony, et al. · IEEE International Symposium on Biomedical Imaging (ISBI) · 167
Directional Optical Coherence Tomography Provides Accurate Outer Nuclear Layer and Henle Fiber Layer Measurements
2015 · Brandon J. Lujan, Austin Roorda, et al. · Retina · 160
Uncertainty Guided Semi-supervised Segmentation of Retinal Layers in OCT Images
2019 · Suman Sedai, Bhavna Antony, et al. · Lecture notes in computer science · 111
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Retinal optical coherence tomography image enhancement via deep learning
2018 · Kerry J. Halupka, Bhavna J. Antony, et al. · Biomedical Optics Express · 106
Automated 3-D method for the correction of axial artifacts in spectral-domain optical coherence tomography images
2011 · Bhavna Antony, Michael D. Abràmoff, et al. · Biomedical Optics Express · 84
Attention-Guided 3D-CNN Framework for Glaucoma Detection and Structural-Functional Association Using Volumetric Images
2020 · Yasmeen George, Bhavna J. Antony, et al. · IEEE Journal of Biomedical and Health Informatics · 75
Joint Segmentation and Uncertainty Visualization of Retinal Layers in Optical Coherence Tomography Images Using Bayesian Deep Learning
2018 · Suman Sedai, Bhavna Antony, et al. · Lecture notes in computer science · 59
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A combined machine-learning and graph-based framework for the segmentation of retinal surfaces in SD-OCT volumes
2013 · Bhavna J. Antony, Michael D. Abràmoff, et al. · Biomedical Optics Express · 54
Estimating Global Visual Field Indices in Glaucoma by Combining Macula and Optic Disc OCT Scans Using 3-Dimensional Convolutional Neural Networks
2020 · Hsin-Hao Yu, Stefan R. Maetschke, et al. · Ophthalmology Glaucoma · 49
Predicting Pseudomonas aeruginosa drug resistance using artificial intelligence and clinical MALDI-TOF mass spectra
2024 · Hoai-An Nguyen, Anton Y. Peleg, et al. · mSystems · 46
The Henle Fiber Layer in Albinism: Comparison to Normal and Relationship to Outer Nuclear Layer Thickness and Foveal Cone Density
2018 · Daniel J. Lee, Erica N. Woertz, et al. · Investigative Ophthalmology & Visual Science · 41
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A Case for the Use of Artificial Intelligence in Glaucoma Assessment
2021 · Joel S. Schuman, Maria De Los Angeles Ramos Cadena, et al. · Ophthalmology Glaucoma · 37
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Automated 3D segmentation of intraretinal layers from optic nerve head optical coherence tomography images
2010 · Bhavna J. Antony, Michael D. Abràmoff, et al. · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 35
Artificial Intelligence for Glaucoma
2022 · Lama A. Al-Aswad, Rithambara Ramachandran, et al. · Ophthalmology Glaucoma · 30
Layer boundary evolution method for macular OCT layer segmentation
2019 · Yihao Liu, Aaron Carass, et al. · Biomedical Optics Express · 24
Simultaneous segmentation of retinal surfaces and microcystic macular edema in SDOCT volumes
2016 · Bhavna J. Antony, Andrew Lang, et al. · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 22
Forecasting Retinal Nerve Fiber Layer Thickness from Multimodal Temporal Data Incorporating OCT Volumes
2019 · Suman Sedai, Bhavna Antony, et al. · Ophthalmology Glaucoma · 18
Analysis of Agreement of Retinal-Layer Thickness Measures Derived from the Segmentation of Horizontal and Vertical Spectralis OCT Macular Scans
2017 · Natalia Gonzalez Caldito, Bhavna Antony, et al. · Current Eye Research · 18
Automated 3D Segmentation of Multiple Surfaces with a Shared Hole: Segmentation of the Neural Canal Opening in SD-OCT Volumes
2014 · Bhavna J. Antony, Mohammed S. Miri, et al. · Lecture notes in computer science · 18
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Automated 3D Segmentation of Intraretinal Surfaces in SD-OCT Volumes in Normal and Diabetic Mice
2014 · Bhavna J. Antony, Woojin Jeong, et al. · Translational Vision Science & Technology · 17
Directional Reflectivity of the Ellipsoid Zone in Dry Age-Related Macular Degeneration
2021 · Shane M. Griffin, Yali Jia, et al. · Ophthalmic surgery, lasers & imaging retina · 16
The Definition of Glaucomatous Optic Neuropathy in Artificial Intelligence Research and Clinical Applications
2023 · Felipe A. Medeiros, Terry Lee, et al. · Ophthalmology Glaucoma · 15
Novel method using 3-dimensional segmentation in spectral domain-optical coherence tomography imaging in the chick reveals defocus-induced regional and time-sensitive asymmetries in the choroidal thickness
2016 · DIANE R. NAVA, BHAVNA ANTONY, et al. · Visual Neuroscience · 15
Works count: 85
Citation count: 2,322
H-index: 18
I10-index: 32
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