Skip to Main content Skip to Navigation
Theses

Modélisation et simulation de la croissance de métastases pulmonaires

Abstract : This thesis deals with mathematical modeling and simulation of lung metastases growth.We first present a partial differential equations model to simulate the growth and possibly the response to some types of treatments of metastases to the lung. This model must be personalized to be used individually on clinical cases. Consequently, we developed a calibration technic based on medical images of the tumor. Several applications on clinical cases are presented.Then we introduce a simplification of the first model and the calibration algorithm. This new method, more robust, is tested on 36 clinical cases. The results are presented in the third chapter. To finish, a machine learning algorithm
Document type :
Theses
Complete list of metadatas

Cited literature [77 references]  Display  Hide  Download

https://tel.archives-ouvertes.fr/tel-01222935
Contributor : Abes Star :  Contact
Submitted on : Saturday, October 31, 2015 - 11:02:06 AM
Last modification on : Wednesday, January 31, 2018 - 5:15:19 AM
Long-term archiving on: : Friday, April 28, 2017 - 4:54:28 AM

File

JOUGANOUS_JULIEN_2015.pdf
Version validated by the jury (STAR)

Identifiers

  • HAL Id : tel-01222935, version 1

Collections

Citation

Julien Jouganous. Modélisation et simulation de la croissance de métastases pulmonaires. Modélisation et simulation. Université de Bordeaux, 2015. Français. ⟨NNT : 2015BORD0154⟩. ⟨tel-01222935⟩

Share

Metrics

Record views

663

Files downloads

696