PathoFusion: An Open-Source AI Framework for Recognition of Pathomorphological Features and Mapping of Immunohistochemical Data

PathoFusion: An Open-Source AI Framework for Recognition of Pathomorphological Features and Mapping of Immunohistochemical Data

We have developed a platform, termed PathoFusion, which is an integrated system for marking, training, and recognition of pathological features in whole-slide tissue sections. The platform uses a bifocal convolutional neural network (BCNN) which is designed to simultaneously capture both index and c...

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Bibliographic Details
Main Authors: Guoqing Bao, Xiuying Wang, Ran Xu, Christina Loh, Oreoluwa Daniel Adeyinka, Dula Asheka Pieris, Svetlana Cherepanoff, Gary Gracie, Maggie Lee, Kerrie L. McDonald, Anna K. Nowak, Richard Banati, Michael E. Buckland, Manuel B. Graeber
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:Cancers
Subjects:
artificial intelligence
bifocal convolutional neural network
CD276
malignant glioma
microvascular proliferation
Online Access:https://www.mdpi.com/2072-6694/13/4/617

Internet

https://www.mdpi.com/2072-6694/13/4/617

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