structural identifiability analysis
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2018 ◽  
Author(s):  
James M. Greene ◽  
Cynthia Sanchez-Tapia ◽  
Eduardo D. Sontag

AbstractThe primary factor limiting the success of chemotherapy in cancer treatment is the phenomenon of drug resistance. We have recently introduced a framework for quantifying the effects of induced and non-induced resistance to cancer chemotherapy [11, 10]. In this work, we expound on the details relating to an optimal control problem outlined in [10]. The control structure is precisely characterized as a concatenation of bang-bang and path-constrained arcs via the Pontryagin Maximum Principle and differential Lie algebra techniques. A structural identifiability analysis is also presented, demonstrating that patient-specific parameters may be measured and thus utilized in the design of optimal therapies prior to the commencement of therapy. For completeness, a detailed analysis of existence results is also included.


2017 ◽  
Vol 34 (8) ◽  
pp. 1421-1423 ◽  
Author(s):  
Thomas S Ligon ◽  
Fabian Fröhlich ◽  
Oana T Chiş ◽  
Julio R Banga ◽  
Eva Balsa-Canto ◽  
...  

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