Attention-Guided 3D-CNN Framework for Glaucoma Detection and Structural-Functional Association Using Volumetric Images
George, Yasmeen, Antony, Bhavna J., Ishikawa, Hiroshi, Wollstein, Gadi, Schuman, Joel S., Garnavi, Rahil
Published in IEEE journal of biomedical and health informatics (01.12.2020)
Published in IEEE journal of biomedical and health informatics (01.12.2020)
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Journal Article
Retinal optical coherence tomography image enhancement via deep learning
Halupka, Kerry J, Antony, Bhavna J, Lee, Matthew H, Lucy, Katie A, Rai, Ravneet S, Ishikawa, Hiroshi, Wollstein, Gadi, Schuman, Joel S, Garnavi, Rahil
Published in Biomedical optics express (01.12.2018)
Published in Biomedical optics express (01.12.2018)
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Journal Article
DIRECTIONAL OPTICAL COHERENCE TOMOGRAPHY PROVIDES ACCURATE OUTER NUCLEAR LAYER AND HENLE FIBER LAYER MEASUREMENTS
Lujan, Brandon J, Roorda, Austin, Croskrey, Jason A, Dubis, Adam M, Cooper, Robert F, Bayabo, Jan-Kristine, Duncan, Jacque L, Antony, Bhavna J, Carroll, Joseph
Published in Retina (Philadelphia, Pa.) (01.08.2015)
Published in Retina (Philadelphia, Pa.) (01.08.2015)
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Journal Article
The Henle Fiber Layer in Albinism: Comparison to Normal and Relationship to Outer Nuclear Layer Thickness and Foveal Cone Density
Lee, Daniel J, Woertz, Erica N, Visotcky, Alexis, Wilk, Melissa A, Heitkotter, Heather, Linderman, Rachel E, Tarima, Sergey, Summers, C Gail, Brooks, Brian P, Brilliant, Murray H, Antony, Bhavna J, Lujan, Brandon J, Carroll, Joseph
Published in Investigative ophthalmology & visual science (01.11.2018)
Published in Investigative ophthalmology & visual science (01.11.2018)
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Journal Article
Layer boundary evolution method for macular OCT layer segmentation
Liu, Yihao, Carass, Aaron, He, Yufan, Antony, Bhavna J, Filippatou, Angeliki, Saidha, Shiv, Solomon, Sharon D, Calabresi, Peter A, Prince, Jerry L
Published in Biomedical optics express (01.03.2019)
Published in Biomedical optics express (01.03.2019)
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Journal Article
Estimating Global Visual Field Indices in Glaucoma by Combining Macula and Optic Disc OCT Scans Using 3-Dimensional Convolutional Neural Networks
Yu, Hsin-Hao, Maetschke, Stefan R, Antony, Bhavna J, Ishikawa, Hiroshi, Wollstein, Gadi, Schuman, Joel S, Garnavi, Rahil
Published in Ophthalmology. Glaucoma (01.01.2021)
Published in Ophthalmology. Glaucoma (01.01.2021)
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Journal Article
Directional Reflectivity of the Ellipsoid Zone in Dry Age-Related Macular Degeneration
Griffin, Shane M, Jia, Yali, Johnson, Alicia J, Antony, Bhavna J, McDonald, H. Richard, Johnson, Robert N, Lujan, Brandon J
Published in Ophthalmic surgery, lasers & imaging (01.03.2021)
Published in Ophthalmic surgery, lasers & imaging (01.03.2021)
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Journal Article
Simultaneous Segmentation of Retinal Surfaces and Microcystic Macular Edema in SDOCT Volumes
Antony, Bhavna J, Lang, Andrew, Swingle, Emily K, Al-Louzi, Omar, Carass, Aaron, Solomon, Sharon, Calabresi, Peter A, Saidha, Shiv, Prince, Jerry L
Published in Proceedings of SPIE, the international society for optical engineering (27.02.2016)
Published in Proceedings of SPIE, the international society for optical engineering (27.02.2016)
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Journal Article
Voxel Based Morphometry in Optical Coherence Tomography: Validation & Core Findings
Antony, Bhavna J, Chen, Min, Carass, Aaron, Jedynak, Bruno M, Al-Louzi, Omar, Solomon, Sharon D, Saidha, Shiv, Calabresi, Peter A, Prince, Jerry L
Published in Proceedings of SPIE, the international society for optical engineering (27.02.2016)
Published in Proceedings of SPIE, the international society for optical engineering (27.02.2016)
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Journal Article
Dueling Deep Q-Network For Unsupervised Inter-Frame Eye Movement Correction In Optical Coherence Tomography Volumes
George, Yasmeen, Sedai, Suman, Antony, Bhavna J., Ishikawa, Hiroshi, Wollstein, Gadi, Schuman, Joel S., Garnavi, Rahil
Published in 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI) (13.04.2021)
Published in 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI) (13.04.2021)
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Conference Proceeding
A combined machine-learning and graph-based framework for the segmentation of retinal surfaces in SD-OCT volumes
Antony, Bhavna J, Abràmoff, Michael D, Harper, Matthew M, Jeong, Woojin, Sohn, Elliott H, Kwon, Young H, Kardon, Randy, Garvin, Mona K
Published in Biomedical optics express (01.12.2013)
Published in Biomedical optics express (01.12.2013)
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Journal Article
Automated 3D segmentation of multiple surfaces with a shared hole: segmentation of the neural canal opening in SD-OCT volumes
Antony, Bhavna J, Miri, Mohammed S, Abràmoff, Michael D, Kwon, Young H, Garvin, Mona K
Published in Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention (2014)
Published in Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention (2014)
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Journal Article
Characterizing the Impact of Off-Axis Scan Acquisition on the Reproducibility of Total Retinal Thickness Measurements in SDOCT Volumes
Antony, Bhavna J, Stetson, Paul F, Abramoff, Michael D, Lee, Kyungmoo, Colijn, Johanna M, Buitendijk, Gabriëlle H S, Klaver, Caroline C W, Roorda, Austin, Lujan, Brandon J
Published in Translational vision science & technology (01.07.2015)
Published in Translational vision science & technology (01.07.2015)
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Journal Article
A Case for the Use of Artificial Intelligence in Glaucoma Assessment
Schuman, Joel S, De Los Angeles Ramos Cadena, Maria, McGee, Rebecca, Al-Aswad, Lama A, Medeiros, Felipe A
Published in Ophthalmology. Glaucoma (01.05.2022)
Published in Ophthalmology. Glaucoma (01.05.2022)
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Journal Article
The Definition of Glaucomatous Optic Neuropathy in Artificial Intelligence Research and Clinical Applications
Medeiros, Felipe A, Lee, Terry, Jammal, Alessandro A, Al-Aswad, Lama A, Eydelman, Malvina B, Schuman, Joel S
Published in Ophthalmology. Glaucoma (01.07.2023)
Published in Ophthalmology. Glaucoma (01.07.2023)
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Journal Article
Dueling Deep Q-Network for Unsupervised Inter-frame Eye Movement Correction in Optical Coherence Tomography Volumes
George, Yasmeen M, Sedai, Suman, Antony, Bhavna J, Ishikawa, Hiroshi, Wollstein, Gadi, Schuman, Joel S, Garnavi, Rahil
Year of Publication 03.07.2020
Year of Publication 03.07.2020
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Journal Article