Dr Nicolò Malagutti
BEng-Biomed (Milan), MBiomedEng (Milan), PhD (ANU)
Lecturer
ANU College of Engineering, Computing and Cybernetics
Areas of expertise
- Biomedical Engineering 0903
- Biomechanical Engineering 090302
- Biomedical Instrumentation 090303
- Medical Devices 090304
- Circuits And Systems 090601
- Systems Physiology 111603
- Italian Language 200309
Research interests
- Modelling and control of physiological systems.
- Sleep medicine
- Technology-assisted delivery of medicines.
- Medical applications of engineering. Medical devices.
- Engineering Education
Biography
Nicolo holds a Bachelor and Master Degree in Biomedical Engineering from Politecnico di Milano (Milan, Italy) and a Doctor of Philosophy in Engineering from the Australian National University (Canberra, Australia).
Researcher's projects
- Closed-loop drug infusion for control of intraoperative arterial pressure
- Real-time identification of patient-specific pharmacokinetics and pharmacodynamics in anaesthesia and intensive care settings (in collaboration with ACT Health)
- Fluid-dynamic and mechanical modelling of cell damage and viability in direct cell injection applications (in collaboration with the ANU Lab for Advanced Biomaterials)
- Big Data in Sleep Medicine (in collaboration with Canberra Sleep Clinic)
- Our Health in Our Hands ANU Grand Challenge - Diabetes
Available student projects
- Empirical modelling of the effects of microgravity on pulmonary ventilation and perfusion [systems physiology, in collaboration with the Space Medicine initiative of the ANU College of Health and Medicine]
- Development of an explanatory model for the pathophysiology of of obstructive sleep apnea [biomechanics, systems and control, systems physiology]
Current student projects
- A portable solution for field testing of the performance of polysmnography amplifiers (ongoing ENGN Capstone project) (in collaboration with Canberra Sleep Clinic)
- In-silico comparison of knematics in total knee replacements for mechanically vs kinematically aligned implants (ongoing) (in collaboration with the Canberra Hospital Trauma and Orthopaedic Research Group)
- A variable magnetic field generator device for bone cell proliferation experiments (ongoing ENGN Capstone project) (in collaboration with John Curtin School of Medical Research)
- Virtualisation of a FPGA development board for e-learning application (ongoing)
- Use of bayesian inference for patient-specific prediction of the time course of propofol anaesthesia (ongoing) (in collaboration with ACT health)
Past student projects
- Technical validation of a novel methodology to conduct anterior rhinomanometry tests in CPAP therapy candidates (in collaboration with Canberra Sleep Clinic)
Publications
- Malagutti, N 2014, 'Particle filter-based robust adaptive control for closed-loop administration of sodium nitroprusside', Journal of Computational Surgery, vol. 1, no. 8, pp. 19pp.
- Malagutti, N, Dehghani, A & Kennedy, R 2013, 'Robust control design for automatic regulation of blood pressure', IET Control Theory and Applications, vol. 7, no. 3, pp. 387-396.
- Malagutti, N, Hassani, V & Dehghani, A 2012, 'An adaptive multi-controller architecture using particle filtering', 2nd Australian Control Conference (AUCC 2012), Engineers Australia, USA, pp. 392-398.
- Malagutti, N, Dehghani, A & Kennedy, R 2012, 'A Robust Multiple-Model Adaptive Control System for Automatic Delivery of a Vasoactive Drug', IASTED International Conference on Biomedical Engineering (BioMed 2012), Institute of Electrical and Electronics Engineers (IEEE Inc), Innsbruck Austria, pp. 73-79.
- Malagutti, N, Dehghani, A & Kennedy, R 2012, 'An approach to controlled drug infusion via tracking of the time-varying dose-response', IEEE International Conference of the Engineering in Medicine and Biology Society (EMBS 2012), ed. Michael C. K. Khoo; Gert Cauwenberghs; James Weiland, Institute of Electrical and Electronics Engineers (IEEE Inc), Piscataway, New Jersey, pp. 3539 - 3542.
- Malagutti, N, Dehghani, A & Kennedy, R 2012, 'Improved robust performance in a system for automatic administration of a vasoactive drug', International Conference on Bio-inspired Systems and Signal Processing (BIOSIGNALS 2012), Springer, Vilamoura Portugal, pp. 282-290.
- Malagutti, N, Dehghani, A & Kennedy, R 2011, 'Safety issues in adaptive control systems for automatic administration of vasoactive drugs', IFAC World Congress 2011, ed. S. Bittanti, A. Cenedese, S. Zampieri, International Federation of Automatic Control (IFAC), Unknown, pp. 4167-4172.