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DeepVerge: Classification of Roadside Verge Biodiversity and Conservation Potential


Jun 09, 2022
Andrew Perrett, Charlie Barnes, Mark Schofield, Lan Qie, Petra Bosilj, James M. Brown

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Dual-stream spatiotemporal networks with feature sharing for monitoring animals in the home cage


Jun 01, 2022
Ezechukwu I. Nwokedi, Rasneer S. Bains, Luc Bidaut, Xujiong Ye, Sara Wells, James M. Brown

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Not Color Blind: AI Predicts Racial Identity from Black and White Retinal Vessel Segmentations


Sep 28, 2021
Aaron S. Coyner, Praveer Singh, James M. Brown, Susan Ostmo, R. V. Paul Chan, Michael F. Chiang, Jayashree Kalpathy-Cramer, J. Peter Campbell

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* 31 pages, 6 figures 

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Semi-Supervised Deep Learning for Abnormality Classification in Retinal Images


Dec 19, 2018
Bruno Lecouat, Ken Chang, Chuan-Sheng Foo, Balagopal Unnikrishnan, James M. Brown, Houssam Zenati, Andrew Beers, Vijay Chandrasekhar, Jayashree Kalpathy-Cramer, Pavitra Krishnaswamy

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* Machine Learning for Health (ML4H) Workshop at NeurIPS 2018 arXiv:1811.07216 

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Deep feature transfer between localization and segmentation tasks


Nov 10, 2018
Szu-Yeu Hu, Andrew Beers, Ken Chang, Kathi Höbel, J. Peter Campbell, Deniz Erdogumus, Stratis Ioannidis, Jennifer Dy, Michael F. Chiang, Jayashree Kalpathy-Cramer, James M. Brown

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