Quantitative analysis of metastatic breast cancer in mice using deep learning on cryo-image data

Abstract Cryo-imaging sections and images a whole mouse and provides ~ 120-GBytes of microscopic 3D color anatomy and fluorescence images, making fully manual analysis of metastases an onerous task. A convolutional neural network (CNN)-based metastases segmentation algorithm included three steps: ca...

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Auteurs principaux: Yiqiao Liu, Madhusudhana Gargesha, Mohammed Qutaish, Zhuxian Zhou, Peter Qiao, Zheng-Rong Lu, David L. Wilson
Format: article
Langue:EN
Publié: Nature Portfolio 2021
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Accès en ligne:https://doaj.org/article/53b589638ab74fa5a3ffbad5db734d76
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