Keras R-CNN: library for cell detection in biological images using deep neural networks

Keras R-CNN: library for cell detection in biological images using deep neural networks

Abstract Background A common yet still manual task in basic biology research, high-throughput drug screening and digital pathology is identifying the number, location, and type of individual cells in images. Object detection methods can be useful for identifying individual cells as well as their phe...

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Bibliographic Details
Main Authors: Jane Hung, Allen Goodman, Deepali Ravel, Stefanie C. P. Lopes, Gabriel W. Rangel, Odailton A. Nery, Benoit Malleret, Francois Nosten, Marcus V. G. Lacerda, Marcelo U. Ferreira, Laurent Rénia, Manoj T. Duraisingh, Fabio T. M. Costa, Matthias Marti, Anne E. Carpenter
Format: Article
Language:English
Published: BMC 2020-07-01
Series:BMC Bioinformatics
Subjects:
Deep learning
Keras
Convolutional networks
Malaria
Object detection
Online Access:http://link.springer.com/article/10.1186/s12859-020-03635-x

Internet

http://link.springer.com/article/10.1186/s12859-020-03635-x

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