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Margaret Brandwein-Weber

Margaret Brandwein-Gensler

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affiliation: Mount Sinai Hospital, Icahn School of Medicine, NY, USA
affiliation (former): University. at Buffalo, NY, USA

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2020 – today

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2021
[c5]
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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
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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

2010 – 2019

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2019
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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: 1095613
2018
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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: 770-773
2016
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Scott Doyle, Margaret Brandwein-Gensler, John Tomaszewski:
Quantification of tumor morphology via 3D histology: application to oral cavity cancers. Medical Imaging: Digital Pathology 2016: 979112

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