Model predictive fuzzy control in chemotherapy with Hessian based optimization

• Published in: 2024 IEEE 22nd World Symposium on Applied Machine Intelligence and Informatics (SAMI) pp. 000211 - 000216
• Main Authors: Szucs, Tamas Daniel, Puskas, Melania, Drexler, Daniel Andras, Kovacs, Levente
• Format: Conference Proceeding
• Language: English
• Published: IEEE 25.01.2024
• Subjects: Chemotherapy; Drugs; fuzzy system; Medical treatment; Mice; model predictive control; personalized therapy; Statistics; tumor control; Tumors

Usually, clinical cancer treatment therapies that use chemotherapy are generalized for patients and take into consideration only a few parameters from the patients, for example, body mass, age, and chronic diseases. As one would expect, this information is essential in chemotherapy treatment, but no...