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Jonathan Folmsbee
Publication Activity (10 Years)
Years Active: 2018-2021
Publications (10 Years): 4
Top Topics
Deep Learning
Top Venues
Medical Imaging: Digital Pathology
ISBI
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Publications
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Jonathan Folmsbee
,
Margaret Brandwein-Weber
,
Scott Doyle
Whole slide semantic segmentation: large scale active learning for digital pathology.
Medical Imaging: Digital Pathology
(2021)
Dhadma Balachandran
,
Margaret Brandwein-Weber
,
Jonathan Folmsbee
,
Scott Doyle
Comparing architectural features between heuristically human-annotated and Artificial Intelligence (AI) generated tumor and satellite labels in early-stage oral cavity cancer.
Medical Imaging: Digital Pathology
(2021)
Jonathan Folmsbee
,
Starr Johnson
,
Xulei Liu
,
Margaret Brandwein-Weber
,
Scott Doyle
Fragile neural networks: the importance of image standardization for deep learning in digital pathology.
Medical Imaging: Digital Pathology
(2019)
Jonathan Folmsbee
,
Xulei Liu
,
Margaret Brandwein-Weber
,
Scott Doyle
Active deep learning: Improved training efficiency of convolutional neural networks for tissue classification in oral cavity cancer.
ISBI
(2018)