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William R. Freeman
Also published under:William Freeman
Affiliation
Jacobs Retina Center, Shiley Eye Institute, UC, San Diego, USA
Topic
Age-related Macular Degeneration,Deep Learning,Layer Segmentation,Retinal Layer,Segmentation Errors,Training Set,3D Images,3D Information,3D Network,Control Dataset,Convolutional Neural Network,Deep Neural Network,Diabetic Macular Edema,Diagnosis Of Age-related Macular Degeneration,Dice Loss,Motion Correction,Motor Simulation,Neural Network,Optical Coherence Tomography Angiography,Optical Coherence Tomography Volume,Optical Flow,Outlier Rejection,Retinal Diseases,Retinal Images,Retinal Layer Segmentation,Retinal Nerve Fiber Layer,Stages Of Age-related Macular Degeneration,Unsupervised Learning,2D Convolutional Network,2D Images,2D Version,3D Data,3D Input,3D Joint,3D Mesh,3D Neural Network,3D Segmentation,3D Space,3D Volume,Affinity Matrix,Age-related Macular Degeneration Patients,Age-related Macular Degeneration Progression,Alignment Errors,Axial Motion,Biomarkers For Diagnosis,Boundary Layer,Camera Pose,Class Constraints,Classification Loss,Classifier Training,
Biography
William R. Freeman is currently an Distinguished Professor of ophthalmology, the Director with the UCSD Jacobs Retina Center and the Vice Chair of the UCSD Department of Ophthalmology. He is a full time Retina Surgeon and also a Researcher who has held NIH grants for nearly 30 years. He works closely with imaging groups with the Department of Ophthalmology, UCSD School of Engineering. He has over 600 peer-reviewed publications.