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Picture for Caroline C. W. Klaver

Caroline C. W. Klaver

for the AREDS2 Deep Learning Research Group

Multi-modal, multi-task, multi-attention (M3) deep learning detection of reticular pseudodrusen: towards automated and accessible classification of age-related macular degeneration


Nov 11, 2020
Qingyu Chen, Tiarnan D. L. Keenan, Alexis Allot, Yifan Peng, Elvira Agrón, Amitha Domalpally, Caroline C. W. Klaver, Daniel T. Luttikhuizen, Marcus H. Colyer, Catherine A. Cukras, Henry E. Wiley, M. Teresa Magone, Chantal Cousineau-Krieger, Wai T. Wong, Yingying Zhu, Emily Y. Chew, Zhiyong Lu

* 5 figures and 4 tables, To appear in Journal of the American Medical Informatics Association 

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A deep learning model for segmentation of geographic atrophy to study its long-term natural history


Aug 15, 2019
Bart Liefers, Johanna M. Colijn, Cristina González-Gonzalo, Timo Verzijden, Paul Mitchell, Carel B. Hoyng, Bram van Ginneken, Caroline C. W. Klaver, Clara I. Sánchez

* 22 pages, 3 tables, 4 figures, 1 supplemental figure 

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