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

• 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
• Other Authors: A-Star, Singapore Immunology Network
• Format: Article
• Published: 2020
• Subjects: Biochemistry, Genetics and Molecular Biology; Computer Science; Mathematics
• Online Access: https://repository.li.mahidol.ac.th/handle/123456789/57697
• Institution: Mahidol University

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 phenotype i...