Comparison of artificial neural network and anfis for parameter estimation of a tumor model

E Nagy, M Puskás, DA Drexler - 2022 IEEE 20th Jubilee World …, 2022 - ieeexplore.ieee.org
Cyber-medical systems are revolutionizing medicine. Mathematical therapy optimization is
one of the main pioneering results of cyber-medical system approach. Mathematical therapy …

Personalized immunotherapy treatment strategies for a dynamical system of chronic myelogenous leukemia

PA Valle, LN Coria, C Plata - Cancers, 2021 - mdpi.com
Simple Summary As computer performance continues to grow at more affordable costs,
mathematical modelling and in silico experimentation begin to play a larger role in …

Pharmacodynamics modeling based on in vitro 3d cell culture experiments

B Gergics, F Vajda, A Ládi, A Füredi… - 2023 IEEE 17th …, 2023 - ieeexplore.ieee.org
Optimized therapies for the individual patient provide a more cost-effective, more secure
method of chemotherapy. Therapy optimization demands a reliable mathematical model of …

Tumor model parameter estimation for therapy optimization using artificial neural networks

M Puskás, DA Drexler - 2021 IEEE International Conference on …, 2021 - ieeexplore.ieee.org
Therapy optimization and personalization in cancer treatment requires reliable mathematical
models. A key issue in personalization is the identification of the model parameters. We …

Parameter estimation from realistic experiment scenario using artificial neural networks

M Puskás, B Gergics, A Ládi… - 2022 IEEE 16th …, 2022 - ieeexplore.ieee.org
One of the promising directions in future medicine is the optimization of therapies based on
mathematical and engi-neering methods, with which the treatment can be personalized. In …

[HTML][HTML] Chemoimmunotherapy for the treatment of prostate cancer: Insights from mathematical modelling

PA Valle, LN Coria, KD Carballo - Applied Mathematical Modelling, 2021 - Elsevier
In this article, we aim to apply mathematical modelling by means of eight first-order ordinary
differential equations to investigate the response of prostate cancer and the immune system …

Mathematical modeling of phototoxicity during fluorescent imaging of tumor spheroids

B Gergics, F Vajda, M Puskás, A Füredi… - 2023 IEEE 27th …, 2023 - ieeexplore.ieee.org
Fluorescent live cell imaging is a widely used method in studying in vitro cell cultures, thus
the behavior of in vitro tumor spheroids can be examined cheaply and simply over several …

A numerical approach for a 1D Tumor-Angiogenesis simulations model

P De Luca, A Galletti, G Giunta, L Marcellino - Applied Numerical …, 2025 - Elsevier
Angiogenesis, the formation of new blood vessels, is critical in both normal and pathological
contexts, especially cancer. This process involves complex interactions among endothelial …

[HTML][HTML] CAR-T cell therapy for the treatment of ALL: eradication conditions and in silico experimentation

PA Valle, LN Coria, C Plata, Y Salazar - Hemato, 2021 - mdpi.com
In this paper, we explore the application of Chimeric Antigen Receptor (CAR) T cell therapy
for the treatment of Acute Lymphocytic Leukaemia (ALL) by means of in silico …

[HTML][HTML] Ultimate bounds for a diabetes mathematical model considering glucose homeostasis

D Gamboa, LN Coria, PA Valle - Axioms, 2022 - mdpi.com
This paper deals with a recently reported mathematical model formulated by five first-order
ordinary differential equations that describe glucoregulatory dynamics. As main …