ICCK

Juciene Santos Batista

Universidade São Paulo - USP

Section 01

Academic Profile

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Section 02

Editorial Roles

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Section 03

ICCK Publications

Open Access | Research Article | 27 September 2026
A Taylor-Series-Based Computational Framework for Simulating Lung Tumor Regression During Radiotherapy: Toward Model-Informed Decision Support in Precision Oncology
Biomedical Informatics and Smart Healthcare | Volume 2, Issue 3: 152-165, 2026 | DOI: 10.62762/BISH.2026.811248
Abstract
Mechanistic tumor-response models that are transparent and updatable with patient data are important for model-informed precision radiotherapy. This study presents a reproducible computational framework integrating an explicit mathematical derivation, numerical solver, clinical protocol-derived parameters, and three-dimensional visualization to simulate simplified lung tumor regression during radiotherapy for non-small cell lung cancer (NSCLC). A first-order Taylor approximation, equivalent to the forward Euler method, is derived from Taylor's formula with integral remainder, with local truncation error of order $h^2$. The resulting update rule is applied to a first-order regression model wi... More >

Graphical Abstract
A Taylor-Series-Based Computational Framework for Simulating Lung Tumor Regression During Radiotherapy: Toward Model-Informed Decision Support in Precision Oncology