| Noninvasive average flow estimation for an implantable rotary blood pump: a new algorithm incorporating the role of blood viscosity N Malagutti, DM Karantonis, SL Cloherty, PJ Ayre, DG Mason, ... Artificial organs 31 (1), 45-52, 2007 | 55 | 2007 |
| Robust control design for automatic regulation of blood pressure N Malagutti, A Dehghani, RA Kennedy IET Control Theory & Applications 7 (3), 387 - 396, 2013 | 40 | 2013 |
| Computational finite element model of cardiac torsion. P Bagnoli, N Malagutti, D Gastaldi, E Marcelli, E Lui, L Cercenelli, ... The International journal of artificial organs 34 (1), 44-53, 2011 | 27 | 2011 |
| A Reinforcement Learning Based System for Blood Glucose Control without Carbohydrate Estimation in Type 1 Diabetes: In Silico Validation C Hettiarachchi, N Malagutti, C Nolan, E Daskalaki, H Suominen 2022 44th Annual International Conference of the IEEE Engineering in …, 2022 | 11 | 2022 |
| Particle filter-based robust adaptive control for closed-loop administration of sodium nitroprusside N Malagutti Journal of Computational Surgery 1 (1), 8, 2014 | 11 | 2014 |
| Using UV-Responsive Nanoparticles to Provide In Situ Control of Growth Factor Delivery and a More Constant Release Profile from a Hydrogel Environment K Bruggeman, M Zhang, N Malagutti, S Soltani Dehnavi, R Williams, ... ACS Applied Materials & Interfaces 14 (10), 12068-12076, 2022 | 7 | 2022 |
| G2P2C—A modular reinforcement learning algorithm for glucose control by glucose prediction and planning in Type 1 Diabetes C Hettiarachchi, N Malagutti, CJ Nolan, H Suominen, E Daskalaki Biomedical Signal Processing and Control 90, 105839, 2024 | 5 | 2024 |
| Improved Robust Performance in a System for Automatic Administration of a Vasoactive Drug. N Malagutti, A Dehghani, RA Kennedy BIOSIGNALS, 282-290, 2012 | 5 | 2012 |
| Safety issues in adaptive control systems for automatic administration of vasoactive drugs N Malagutti, A Dehghani, RA Kennedy IFAC Proceedings Volumes 44 (1), 4167-4172, 2011 | 5 | 2011 |
| An approach to controlled drug infusion via tracking of the time-varying dose-response N Malaguttiy, A Dehghaniz, RA Kennedyy 2012 Annual International Conference of the IEEE Engineering in Medicine and …, 2012 | 4 | 2012 |
| A robust multiple-model adaptive control system for automatic delivery of a vasoactive drug N Malagutti, A Dehghani, RA Kennedy Proceedings of 9th IASTED Conference on Biomedical Engineering, 74-79, 2012 | 4 | 2012 |
| Molecular camouflage by a context-specific hydrogel as the key to unlock the potential of viral vector gene therapy Shiva Soltani Dehnavi, Arianna Cembran, Negar Mahmoudi, Lilith M Caballero ... Chemical Engineering Journal, 2023 | 2 | 2023 |
| Non-linear Continuous Action Spaces for Reinforcement Learning in Type 1 Diabetes C Hettiarachchi, N Malagutti, CJ Nolan, H Suominen, E Daskalaki Australasian Joint Conference on Artificial Intelligence, 557-570, 2022 | 2 | 2022 |
| Assessment of cardiac apex kinematics using a real-time 3D magnetic tracking system E Marcelli, S Spolzino, L Cercenelli, A Cappello, P Bagnoli, ... 2008 Computers in Cardiology, 397-400, 2008 | 2 | 2008 |
| Real-Time Personalised Pharmacokinetic-Pharmacodynamic Modelling in Propofol Anesthesia through Bayesian Inference N Malagutti, G McGinness, DA Nithyanandam 2023 45th Annual International Conference of the IEEE Engineering in …, 2023 | 1 | 2023 |
| On adaptive control and particle filtering in the automatic administration of medicinal drugs N Malagutti The Australian National University, 2014 | 1 | 2014 |
| An adaptive multi-controller architecture using particle filtering N Malagutti, V Hassani, A Dehghani 2012 2nd Australian Control Conference, 392-398, 2012 | 1 | 2012 |
| G2P2C–A Deep Reinforcement Learning Algorithm for Glucose Control by Glucose Prediction and Planning in Type 1 Diabetes C Hettiarachchi, N Malagutti, C Nolan, H Suominen, E Daskalaki Available at SSRN 4226648, 0 | 1 | |
| DEEP REINFORCEMENT LEARNING FOR ELIMINATING CARBOHYDRATE ESTIMATION IN GLUCOSE REGULATION IN TYPE 1 DIABETES C Hettiarachchi, N Malagutti, C Nolan, H Suominen, E Daskalaki DIABETES TECHNOLOGY & THERAPEUTICS 24, A95-A95, 2022 | | 2022 |
| In-silico comparison of mechanical and kinematic alignment in total knee arthroplasty Y Gao, CR Galvin, N Malagutti Australian Biomedical Engineering Conference 2021 (ABEC 2021): Virtual …, 2021 | | 2021 |
Hanna SuominenProfessor, Associate Director (Neuroinformatics), ANU School of Computing and ANU Eccles InstituteVerified email at anu.edu.au