Nowadays clinical therapies in chemotherapy sessions are generalized for patients, therefore we are working to provide a personalized drug plan to help reduce the drug …
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 …
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 …
A nonlinear Moving Horizon Estimator (MHE) was developed which can estimate the time- varying parameters of a tumor growth model under chemotherapeutic treatment. We …
M Puskás, B Gergics, B Gombos… - 2023 IEEE 27th …, 2023 - ieeexplore.ieee.org
Optimizing computer-generated therapy may be one of the most promising tools for future medical treatments. In silico experiments are crucial for therapy planning and testing, this …
We can enhance the current medical technology by introducing engineering methods. The current chemotherapy treatments are designed for the average and are only taking into …
E Nagy, B Czakó, M Siket, B Gombos… - 2022 IEEE 10th …, 2022 - ieeexplore.ieee.org
Personalization of chemotherapy requires a mathematical model tailored to the patient. The tailoring requires the knowledge of the parameters specific to the patient, however, these …
E Nagy, DA Drexler - … Intelligence and Informatics and 8th IEEE …, 2022 - ieeexplore.ieee.org
Cyber-medical systems provides lots of possibilities that help doctors plan more effective treatments. A reliable mathematical model that can be customized is essential for therapy …
MG Almásy, A Hörömpő, D Kiss… - Journal of Intelligent & …, 2022 - content.iospress.com
Revolutionary changes of deep reinforcement learning are leading to high-performing intelligent solutions in multiple fields, including healthcare. At the moment, chemotherapy …