Feedback Control for Personalized Medicine
Editat de Esteban A. Hernandez-Vargasen Limba Engleză Paperback – 24 apr 2022
As this “trial and error approach is becoming more challenging and unfeasible by the steep increase in the number of different pieces of information and the complexity of large datasets, a systematic and tractable approach that integrates a variety of biological and medical research data into mathematical models and computational algorithms is crucial to harness knowledge and to develop new therapies towards personalized medicine.
- Presents the most recent research in personalized medicine using control theoretical tools
- Offers numerical simulations that are analyzed in detail and compared with control experiments
- Brings the most recent research of control theory in medicine
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Specificații
ISBN-13: 9780323901710
ISBN-10: 0323901719
Pagini: 246
Ilustrații: Approx. 200 illustrations
Dimensiuni: 152 x 229 x 21 mm
Greutate: 0.34 kg
Editura: ELSEVIER SCIENCE
ISBN-10: 0323901719
Pagini: 246
Ilustrații: Approx. 200 illustrations
Dimensiuni: 152 x 229 x 21 mm
Greutate: 0.34 kg
Editura: ELSEVIER SCIENCE
Cuprins
1. Introduction to Control Theory Towards Personalized Medicine
2. Control schemes for Personalizing Therapies
3. Input-output approaches for personalized drug dosing of antibiotics
4. Safe glycemia regulation considering parameter variations under the offset-free MPC with pulse inputs scheme
5. Glycemia regulation using Neural Networks
6. Personalizing therapeutic treatments in Influenza Infection
7. Polynomial state estimation in infectious diseases
8. Sliding mode control theory interprets elite control of HIV
9. A stochastic model for Hepatitis C viral infection dynamics with the innate immune response
10. First approach to impulsive nonlinear MPC with application to Oncolytic Virus Therapy
11. Is the isolated heart a relaxation oscillator?
2. Control schemes for Personalizing Therapies
3. Input-output approaches for personalized drug dosing of antibiotics
4. Safe glycemia regulation considering parameter variations under the offset-free MPC with pulse inputs scheme
5. Glycemia regulation using Neural Networks
6. Personalizing therapeutic treatments in Influenza Infection
7. Polynomial state estimation in infectious diseases
8. Sliding mode control theory interprets elite control of HIV
9. A stochastic model for Hepatitis C viral infection dynamics with the innate immune response
10. First approach to impulsive nonlinear MPC with application to Oncolytic Virus Therapy
11. Is the isolated heart a relaxation oscillator?