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Deep learning from multiple experts improves identification of amyloid neuropathologies
View ORCID ProfileDaniel R. Wong, View ORCID ProfileZiqi Tang, View ORCID ProfileNicholas C. Mew, Sakshi Das, Justin Athey, View ORCID ProfileKirsty E. McAleese, Julia K. Kofler, Margaret E. Flanagan, Ewa Borys, View ORCID ProfileCharles L. White III, View ORCID ProfileAtul J. Butte, View ORCID ProfileBrittany N. Dugger, View ORCID ProfileMichael J. Keiser
doi: https://doi.org/10.1101/2021.03.12.435050
Daniel R. Wong
1Bakar Computational Health Sciences Institute, University of California, San Francisco, CA, 94158, USA
2Institute for Neurodegenerative Diseases, University of California, San Francisco, CA, 94158, USA
3Department of Pharmaceutical Chemistry, University of California, San Francisco, CA, 94158, USA
4Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, CA, 94158, USA
5Department of Pediatrics, University of California, San Francisco, CA, 94158, USA
Ziqi Tang
2Institute for Neurodegenerative Diseases, University of California, San Francisco, CA, 94158, USA
3Department of Pharmaceutical Chemistry, University of California, San Francisco, CA, 94158, USA
4Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, CA, 94158, USA
Nicholas C. Mew
2Institute for Neurodegenerative Diseases, University of California, San Francisco, CA, 94158, USA
3Department of Pharmaceutical Chemistry, University of California, San Francisco, CA, 94158, USA
4Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, CA, 94158, USA
Sakshi Das
6Department of Pathology and Laboratory Medicine, School of Medicine, University of California, Davis, Sacramento, CA 95817, USA
Justin Athey
6Department of Pathology and Laboratory Medicine, School of Medicine, University of California, Davis, Sacramento, CA 95817, USA
Kirsty E. McAleese
7Translation and Clinical Research Institute, Newcastle University, Newcastle, United Kingdom
Julia K. Kofler
8Department of Pathology, University of Pittsburgh Medical Center, Pittsburgh, PA, 15260, USA
Margaret E. Flanagan
9Department of Pathology, Northwestern University, Evanston, IL, 60208, USA
10Mesulam Center for Cognitive Neurology and Alzheimer’s Disease, Northwestern Medicine, Chicago, IL, 60611, USA
Ewa Borys
11Department of Pathology, Loyola University Medical Center, Maywood, IL, 60153, USA
Charles L. White III
12Department of Pathology, University of Texas Southwestern Medical Center, Dallas, TX, 75390, USA
Atul J. Butte
1Bakar Computational Health Sciences Institute, University of California, San Francisco, CA, 94158, USA
5Department of Pediatrics, University of California, San Francisco, CA, 94158, USA
13Center for Data-Driven Insights and Innovation, University of California, Office of the President, Oakland, CA, 94607, USA
Brittany N. Dugger
6Department of Pathology and Laboratory Medicine, School of Medicine, University of California, Davis, Sacramento, CA 95817, USA
Michael J. Keiser
1Bakar Computational Health Sciences Institute, University of California, San Francisco, CA, 94158, USA
2Institute for Neurodegenerative Diseases, University of California, San Francisco, CA, 94158, USA
3Department of Pharmaceutical Chemistry, University of California, San Francisco, CA, 94158, USA
4Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, CA, 94158, USA
Posted April 10, 2022.
Deep learning from multiple experts improves identification of amyloid neuropathologies
Daniel R. Wong, Ziqi Tang, Nicholas C. Mew, Sakshi Das, Justin Athey, Kirsty E. McAleese, Julia K. Kofler, Margaret E. Flanagan, Ewa Borys, Charles L. White III, Atul J. Butte, Brittany N. Dugger, Michael J. Keiser
bioRxiv 2021.03.12.435050; doi: https://doi.org/10.1101/2021.03.12.435050
Deep learning from multiple experts improves identification of amyloid neuropathologies
Daniel R. Wong, Ziqi Tang, Nicholas C. Mew, Sakshi Das, Justin Athey, Kirsty E. McAleese, Julia K. Kofler, Margaret E. Flanagan, Ewa Borys, Charles L. White III, Atul J. Butte, Brittany N. Dugger, Michael J. Keiser
bioRxiv 2021.03.12.435050; doi: https://doi.org/10.1101/2021.03.12.435050
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