ON FORWARD AND INVERSE PROBLEMS FOR A DCIS MODEL WITH FREE BOUNDARIES IN MATHEMATICAL BIOLOGY
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Author(s)
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Detail(s)
Original language | English |
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Pages (from-to) | 1223-1242 |
Journal / Publication | Inverse Problems and Imaging |
Volume | 18 |
Issue number | 5 |
Online published | Mar 2024 |
Publication status | Published - Oct 2024 |
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Abstract
We are concerned with the mathematical study of a DCIS model which arises in characterizing the biological development of breast cancer. A salient feature of a DCIS model is the presence of free boundaries for describ-ing the tumor growth which is not known in advance. In this paper, we are particularly interested in the case with general free boundaries which may be asymmetric. We first propose an iterative finite difference method for the forward problem and show that the method is of 2nd order in both space and time. Then we propose to study an inverse problem of recovering the nutrient consumption rate by the incisional biopsy data. We establish the unique iden-tifiability of the inverse problem and develop a novel reconstruction scheme based on a certain integral formulation. Extensive numerical experiments are conducted to corroborate the theoretical findings. Our study opens up a new direction of research in mathematical biology with many potential extensions and developments. © 2024, American Institute of Mathematical Sciences. All rights reserved.
Research Area(s)
- asym-metric, Ductal carcinoma in situ, finite difference method, free boundaries, inverse problem, mathematical biology, reconstruction, unique identifiability
Citation Format(s)
ON FORWARD AND INVERSE PROBLEMS FOR A DCIS MODEL WITH FREE BOUNDARIES IN MATHEMATICAL BIOLOGY. / Liu, Hongyu; Liu, Keji.
In: Inverse Problems and Imaging, Vol. 18, No. 5, 10.2024, p. 1223-1242.
In: Inverse Problems and Imaging, Vol. 18, No. 5, 10.2024, p. 1223-1242.
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review