Systems Biology: Identifiability Analysis and Parameter Identification via Systems-Biology-Informed Neural Networks

Systems biology informed deep learning for inferring parameters and hidden dynamics

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Life Sciences, Biology, Systems Biology +11

Computational procedures for optimal experimental design in biological systems

Eva Balsa‐Canto, Antonio A. Alonso, Julio R. Banga · IET Systems Biology · 2008 · 127 citations

Engineering, Bioengineering, Biological Engineering +16

Personalized glucose forecasting for type 2 diabetes using data assimilation

David J. Albers, Matthew E. Levine, Bruce J. Gluckman et al. · PLoS Computational Biology · 2017 · 109 citations · Full text

Computing, Nutrition, Forecasting +16

Dynamical Phenotyping: Using Temporal Analysis of Clinically Collected Physiologic Data to Stratify Populations

David J. Albers, Noémie Elhadad, Esteban G. Tabak et al. · PLoS ONE · 2014 · 45 citations · Full text

Medicine, Endocrinology, Physiology +17