Mr Masoud Fetanat Fard Haghighi

Mr Masoud Fetanat Fard Haghighi

Casual Academic

PhD, UNSW Sydney, 2021. 

Engineering
Electrical Engineering and Telecommunications

Dr. Masoud Fetanat is a noted educator and researcher in the field of Biomedical Engineering at the University of New South Wales (UNSW), Sydney. With a Ph.D. in Biomedical Engineering from UNSW's Graduate School of Biomedical Engineering, Dr. Fetanat has amassed extensive teaching experience, serving as a lab demonstrator and tutor across several courses within the School of Electrical Engineering and the Graduate School of Biomedical Engineering.

Dr. Fetanat's research interests are deeply rooted in the integration of machine learning theory with medicine and engineering, emphasizing statistical and mathematical modeling, control theory, signal processing, and optimization. His commitment to applying these disciplines to practical engineering challenges underscores his dedication to innovation and excellence in both his teaching and research endeavors.

  • Journal articles | 2023
    Capon W; Hickie IB; Fetanat M; Varidel M; LaMonica HM; Prodan A; Piper S; Davenport TA; Mughal S; Shah JL; Scott EM; Iorfino F, 2023, 'A multidimensional approach for differentiating the clinical needs of young people presenting for primary mental health care', Comprehensive Psychiatry, 126, http://dx.doi.org/10.1016/j.comppsych.2023.152404
    Journal articles | 2022
    Fetanat M; Stevens M; Jain P; Hayward C; Meijering E; Lovell NH, 2022, 'Fully Elman Neural Network: A Novel Deep Recurrent Neural Network Optimized by an Improved Harris Hawks Algorithm for Classification of Pulmonary Arterial Wedge Pressure', IEEE Transactions on Biomedical Engineering, 69, pp. 1733 - 1744, http://dx.doi.org/10.1109/TBME.2021.3129459
    Journal articles | 2021
    Fetanat M; Keshtiara M; Keyikoglu R; Khataee A; Daiyan R; Razmjou A, 2021, 'Machine learning for design of thin-film nanocomposite membranes', Separation and Purification Technology, 270, http://dx.doi.org/10.1016/j.seppur.2021.118383
    Journal articles | 2021
    Fetanat M; Keshtiara M; Low ZX; Keyikoglu R; Khataee A; Orooji Y; Chen V; Leslie G; Razmjou A, 2021, 'Machine Learning for Advanced Design of Nanocomposite Ultrafiltration Membranes', Industrial and Engineering Chemistry Research, 60, pp. 5236 - 5250, http://dx.doi.org/10.1021/acs.iecr.0c05446
    Journal articles | 2021
    Fetanat M; Stevens M; Hayward C; Lovell N, 2021, 'Adaptive Sensorless Control of LVAD Using Deep Convolutional Neural Network', The Journal of Heart and Lung Transplantation, 40, pp. S172 - S172, http://dx.doi.org/10.1016/j.healun.2021.01.507
    Journal articles | 2021
    Fetanat M; Stevens M; Hayward C; Lovell N, 2021, 'Aortic Valve Status Detection for Heart Failure Patient with LVAD Using Deep Neural Networks', The Journal of Heart and Lung Transplantation, 40, pp. S178 - S178, http://dx.doi.org/10.1016/j.healun.2021.01.522
    Journal articles | 2021
    Fetanat M; Stevens M; Hayward C; Lovell NH, 2021, 'A Sensorless Control System for an Implantable Heart Pump Using a Real-Time Deep Convolutional Neural Network', IEEE Transactions on Biomedical Engineering, 68, pp. 3029 - 3038, http://dx.doi.org/10.1109/TBME.2021.3061405
    Journal articles | 2020
    Fetanat M; Stevens M; Hayward C; Lovell NH; Fetanat Fard Haghighi M, 2020, 'A Physiological Control System for an Implantable Heart Pump That Accommodates for Interpatient and Intrapatient Variations', IEEE Transactions on Biomedical Engineering, 67, pp. 1167 - 1175, http://dx.doi.org/10.1109/TBME.2019.2932233
    Journal articles | 2020
    2020, 'Biomaterials and Tissue Engineering Abstracts', INTERNATIONAL JOURNAL OF ARTIFICIAL ORGANS, 43, pp. 506 - 552, http://dx.doi.org/10.1177/0391398820937567
    Journal articles | 2019
    Yeong X; Rainnie N; Robson D; Shehab S; Doyle A; Fetanat M; Muthiah K; Jansz P; Connellan M; Macdonald P; Hayward C; Dhital K, 2019, 'Acoustic Characterisation of the HeartWare Left Ventricular Assist Device', JOURNAL OF HEART AND LUNG TRANSPLANTATION, 38, pp. S346 - S346, http://dx.doi.org/10.1016/j.healun.2019.01.877
    Journal articles | 2019
    2019, '46th ESAO Congress 3-7 September 2019 Hannover, Germany Abstracts', INTERNATIONAL JOURNAL OF ARTIFICIAL ORGANS, 42, pp. 386 - 474, http://dx.doi.org/10.1177/0391398819860985
    Journal articles | 2019
    2019, 'Abstracts from the 27th Meeting of the International Society for Mechanical Circulatory Support Abstracts', ARTIFICIAL ORGANS, 43, pp. E178 - E228, http://dx.doi.org/10.1111/aor.13530
  • Working Papers | 2021
    Fetanat M; Stevens M; Hayward C; Lovell NH, 2021, A Sensorless Control System for an Implantable Heart Pump using a Real-time Deep Convolutional Neural Network, http://dx.doi.org10.36227/techrxiv.14517408, http://dx.doi.org/10.36227/techrxiv.14517408
    Working Papers | 2021
    Fetanat M; Stevens M; Hayward C; Lovell NH, 2021, A Sensorless Control System for an Implantable Heart Pump using a Real-time Deep Convolutional Neural Network, http://dx.doi.org10.36227/techrxiv.14517408.v1, http://dx.doi.org/10.36227/techrxiv.14517408.v1
  • Preprints | 2023
    Fetanat M; Stevens M; Jain P; Hayward C; Meijering E; Lovell NH, 2023, Fully Elman Neural Network: A Novel Deep Recurrent Neural Network Optimized by an Improved Harris Hawks Algorithm for Classification of Pulmonary Arterial Wedge Pressure, , http://dx.doi.org/10.48550/arxiv.2301.07710
    Preprints | 2023
    Fetanat M, 2023, Fully Elman Neural Network: A Novel Deep Recurrent Neural Network Optimized by an Improved Harris Hawks Algorithm for Classification of Pulmonary Arterial Wedge Pressure, , http://dx.doi.org/10.36227/techrxiv.23989788
    Preprints | 2023
    Fetanat M, 2023, Fully Elman Neural Network: A Novel Deep Recurrent Neural Network Optimized by an Improved Harris Hawks Algorithm for Classification of Pulmonary Arterial Wedge Pressure, , http://dx.doi.org/10.36227/techrxiv.23989788.v1
    Conference Abstracts | 2021
    Emmanuel S; Stevens M; Vazquez GM; Fetanat M; Al Abed A; Lovell N; Hayward CS, 2021, 'Using the Sinoatrial Node to Induce Pulsatility in Mechanical Circulatory Support Devices', in JOURNAL OF HEART AND LUNG TRANSPLANTATION, ELSEVIER SCIENCE INC, Vol. 40, pp. S186 - S186, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000631254400421&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Preprints | 2021
    Fetanat M; Stevens M; Hayward C; Lovell NH, 2021, A Sensorless Control System for an Implantable Heart Pump using a Real-time Deep Convolutional Neural Network, , http://dx.doi.org/10.48550/arxiv.2105.00875
    Conference Abstracts | 2020
    Emmanuel S; Stevens M; Vazquez GM; Fetanat M; Abed AA; Lovell N; Hayward C, 2020, 'A Novel Means of Mechanical Circulatory Support Speed Variation: Utilizing the Sino-Atrial Node', in The Journal of heart and lung transplantation : the official publication of the International Society for Heart Transplantation, Vol. 39, pp. S412 - S413, http://dx.doi.org/10.1016/j.healun.2020.01.176
    Preprints | 2020
    Fetanat M; Stevens M; Hayward C; Lovell NH, 2020, A Physiological Control System for an Implantable Heart Pump that Accommodates for Interpatient and Intrapatient Variations, , http://dx.doi.org/10.36227/techrxiv.11634336
    Preprints | 2020
    Fetanat M; Stevens M; Hayward C; Lovell NH, 2020, A Physiological Control System for an Implantable Heart Pump that Accommodates for Interpatient and Intrapatient Variations, , http://dx.doi.org/10.36227/techrxiv.11634336.v2
    Preprints | 2020
    Fetanat M, 2020, A Physiological Control System for an Implantable Heart Pump that Accommodates for Interpatient and Intrapatient Variations, , http://dx.doi.org/10.36227/techrxiv.11634336.v1
    Preprints | 2019
    Fetanat M; Haghzad S; Shouraki SB, 2019, Optimization of dynamic mobile robot path planning based on evolutionary methods, , http://dx.doi.org/10.48550/arxiv.1902.03390
    Preprints | 2019
    Fetanat M; Stevens M; Hayward C; Lovell NH, 2019, A Physiological Control System for an Implantable Heart Pump that Accommodates for Interpatient and Intrapatient Variations, , http://dx.doi.org/10.48550/arxiv.1909.12005
    Conference Papers | 2015
    Fetanat M; Haghzad S; Shouraki SB, 2015, 'Optimization of dynamic mobile robot path planning based on evolutionary methods', in 2015 AI and Robotics, IRANOPEN 2015 - 5th Conference on Artificial Intelligence and Robotics, http://dx.doi.org/10.1109/RIOS.2015.7270743