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Emerging Trends in Computational Biology, Bioinformatics, and Systems Biology by Quoc Nam Tran, Hamid R Arabnia

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Chapter 1

Supervised Learning with the Artificial Neural Networks Algorithm for Modeling Immune Cell Differentiation

Pinyi Lu1,2; Vida Abedi1,2; Yongguo Mei1,2; Raquel Hontecillas1,2; Casandra Philipson1,2; Stefan Hoops1,2; Adria Carbo3; Josep Bassaganya-Riera1,2    1 The Center for Modeling Immunity to Enteric Pathogens, Virginia Bioinformatics Institute, Virginia Tech, Blacksburg, VA, USA2 Nutritional Immunology and Molecular Medicine Laboratory, Virginia Bioinformatics Institute, Virginia Tech, Blacksburg, VA, USA3 BioTherapeutics Inc., Blacksburg, VA, USA

Abstract

Computational modeling of the immune system requires practical and efficient data analytical approaches. The immune system is composed of heterogeneous cell populations and hundreds ...

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