A spatially uniform model of tumour growth after a single instantaneous radiative treatment is presented in this paper. The ordinary differential equation model presented may be obtained from an equivalent partial derivative equation model, by integration with respect to the radial distance. The main purpose of the paper is to study its identifiability properties. In fact, a preliminary condition, that is necessary to verify before performing the parameter identification, is the global identifiability of a model. A detailed study of the identifiability properties of the model is done pointing out that it is globally identifiable, provided that the responses to two different radiation doses are available.

A model of the tumour spheroid response to radiation: Identifiability analysis

Papa F
2010

Abstract

A spatially uniform model of tumour growth after a single instantaneous radiative treatment is presented in this paper. The ordinary differential equation model presented may be obtained from an equivalent partial derivative equation model, by integration with respect to the radial distance. The main purpose of the paper is to study its identifiability properties. In fact, a preliminary condition, that is necessary to verify before performing the parameter identification, is the global identifiability of a model. A detailed study of the identifiability properties of the model is done pointing out that it is globally identifiable, provided that the responses to two different radiation doses are available.
2010
Istituto di Analisi dei Sistemi ed Informatica ''Antonio Ruberti'' - IASI
Inglese
Proceedings of the Third International Conference on Bio-inspired Systems and Signal Processing, BIOSIGNALS 2010
BIOSIGNALS 2010
419
423
978-989-674-018-4
http://www.scopus.com/inward/record.url?eid=2-s2.0-77956434067&partnerID=q2rCbXpz
20-23 January 2010
Valencia, Spain
Global identifiability
Radiotherapy
Tumour spheroids models
none
info:eu-repo/semantics/conferenceObject
Papa, F
275
04 Contributo in convegno::04.03 Poster in Atti di convegno
1
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14243/227172
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