Bhavna J. Antony

Publication Activity (10 Years)

Years Active: 2012-2021
Publications (10 Years): 14

Top Topics

Simultaneous Segmentation

Optical Coherence Tomography

Top Venues

Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging

Publications

Yasmeen M. George, Suman Sedai, Bhavna J. Antony, Hiroshi Ishikawa, Gadi Wollstein, Joel S. Schuman, Rahil Garnavi
Dueling Deep Q-Network For Unsupervised Inter-Frame Eye Movement Correction In Optical Coherence Tomography Volumes. ISBI (2021)
Suman Sedai, Bhavna J. Antony, Ravneet Rai, Katie Jones, Hiroshi Ishikawa, Joel S. Schuman, Gadi Wollstein, Rahil Garnavi
Uncertainty guided semi-supervised segmentation of retinal layers in OCT images. CoRR (2021)
Yasmeen M. George, Bhavna J. Antony, Hiroshi Ishikawa, Gadi Wollstein, Joel S. Schuman, Rahil Garnavi
Attention-Guided 3D-CNN Framework for Glaucoma Detection and Structural-Functional Association Using Volumetric Images. IEEE J. Biomed. Health Informatics 24 (12) (2020)
Yasmeen M. George, Suman Sedai, Bhavna J. Antony, Hiroshi Ishikawa, Gadi Wollstein, Joel S. Schuman, Rahil Garnavi
Dueling Deep Q-Network for Unsupervised Inter-frame Eye Movement Correction in Optical Coherence Tomography Volumes. CoRR (2020)
Stefan Maetschke, Bhavna J. Antony, Hiroshi Ishikawa, Gadi Wollstein, Joel S. Schuman, Rahil Garnavi
Inference of visual field test performance from OCT volumes using deep learning. CoRR (2019)
Suman Sedai, Bhavna J. Antony, Ravneet Rai, Katie Jones, Hiroshi Ishikawa, Joel S. Schuman, Gadi Wollstein, Rahil Garnavi
Uncertainty Guided Semi-supervised Segmentation of Retinal Layers in OCT Images. MICCAI (1) (2019)
Yasmeen M. George, Bhavna J. Antony, Hiroshi Ishikawa, Gadi Wollstein, Joel S. Schuman, Rahil Garnavi
3D-CNN for Glaucoma Detection Using Optical Coherence Tomography. OMIA@MICCAI (2019)
Stefan Maetschke, Bhavna J. Antony, Hiroshi Ishikawa, Rahil Garvani
A feature agnostic approach for glaucoma detection in OCT volumes. CoRR (2018)
Suman Sedai, Bhavna J. Antony, Dwarikanath Mahapatra, Rahil Garnavi
Joint Segmentation and Uncertainty Visualization of Retinal Layers in Optical Coherence Tomography Images using Bayesian Deep Learning. CoRR (2018)
Dwarikanath Mahapatra, Bhavna J. Antony, Suman Sedai, Rahil Garnavi
Deformable medical image registration using generative adversarial networks. ISBI (2018)
Suman Sedai, Bhavna J. Antony, Dwarikanath Mahapatra, Rahil Garnavi
Joint Segmentation and Uncertainty Visualization of Retinal Layers in Optical Coherence Tomography Images Using Bayesian Deep Learning. COMPAY/OMIA@MICCAI (2018)
Bhavna J. Antony, Aaron Carass, Andrew Lang, Byung-Jin Kim, Donald J. Zack, Jerry L. Prince
Longitudinal analysis of mouse SDOCT volumes. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2017)
Bhavna J. Antony, Andrew Lang, Emily K. Swingle, Omar Al-Louzi, Aaron Carass, Sharon D. Solomon, Peter A. Calabresi, Shiv Saidha, Jerry L. Prince
Simultaneous segmentation of retinal surfaces and microcystic macular edema in SDOCT volumes. Medical Imaging: Image Processing (2016)
Bhavna J. Antony, Min Chen, Aaron Carass, Bruno M. Jedynak, Omar Al-Louzi, Sharon D. Solomon, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince
Voxel based morphometry in optical coherence tomography: validation and core findings. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2016)
Bhavna J. Antony, Mohammad Saleh Miri, Michael D. Abràmoff, Young H. Kwon, Mona Kathryn Garvin
Automated 3D Segmentation of Multiple Surfaces with a Shared Hole: Segmentation of the Neural Canal Opening in SD-OCT Volumes. MICCAI (1) (2014)
Bhavna J. Antony, Michael D. Abràmoff, Milan Sonka, Young H. Kwon, Mona Kathryn Garvin
Incorporation of texture-based features in optimal graph-theoretic approach with application to the 3D segmentation of intraretinal surfaces in SD-OCT volumes. Medical Imaging: Image Processing (2012)