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Dr Masoud Fetanat

Dr Masoud Fetanat

Adjunct Lecturer

Ph.D. UNSW Sydney 

Science
School of Mathematics & Statistics

Dr Masoud Fetanat is a researcher, academic and applied AI practitioner working across artificial intelligence, machine learning, data science, generative AI, business analytics and information systems. He has extensive academic and industry experience developing and deploying AI and data-driven solutions across healthcare, financial services, engineering and AI product development.

His research interests include deep learning, predictive modelling, data science and business analytics, generative AI and large language models, trustworthy and responsible AI, agentic AI, MLOps and cloud AI systems, information systems and AI-enabled digital transformation, and biomedical and applied AI. He is particularly interested in translating advances in AI and data science into practical technologies, intelligent systems and decision-support tools that address real-world problems across business, finance, healthcare and engineering.
E-mail
m.fetanat@unsw.edu.au
  • 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, 'WITHDRAWN', The Journal of Heart and Lung Transplantation, 40, pp. s172, http://dx.doi.org/10.1016/j.healun.2021.01.507
    Journal articles | 2021
    Fetanat M; Stevens M; Hayward C; Lovell N, 2021, 'WITHDRAWN', The Journal of Heart and Lung Transplantation, 40, pp. 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
    , 2020, 'Abstracts', The International Journal of Artificial Organs, 43, pp. 506 - 555, http://dx.doi.org/10.1177/0391398820937567
    Journal articles | 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', IEEE Transactions on Biomedical Engineering, 67, pp. 1167 - 1175, http://dx.doi.org/10.1109/TBME.2019.2932233
    Journal articles | 2019
    , 2019, '46th ESAO Congress 3–7 September 2019 Hannover, Germany', The 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
    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', The Journal of Heart and Lung Transplantation, 38, pp. s346, http://dx.doi.org/10.1016/j.healun.2019.01.877
  • 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
    Working Papers |
    Fetanat M; Stevens M; Hayward C; Lovell NH, A Sensorless Control System for an Implantable Heart Pump using a Real-time Deep Convolutional Neural Network, Institute of Electrical and Electronics Engineers (IEEE), http://dx.doi.org10.36227/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
    Conference Abstracts | 2021
    Emmanuel S; Stevens M; Vazquez GM; Fetanat M; Abed AA; Lovell N; Hayward CS, 2021, 'Using the Sinoatrial Node to Induce Pulsatility in Mechanical Circulatory Support Devices', in The Journal of Heart and Lung Transplantation, Elsevier, Vol. 40, pp. s186, http://dx.doi.org/10.1016/j.healun.2021.01.544
    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 | 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
    Preprints |
    Fetanat M; Stevens M; Hayward C; Lovell NH, 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 |
    Fetanat M; Stevens M; Hayward C; Lovell NH, 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 |
    Fetanat M, 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

I contribute to the international research community through peer-review service for journals across artificial intelligence, machine learning, data science, optimisation, intelligent systems, signal processing and applied engineering.

I have served as a reviewer for journals including:

  • IEEE Transactions on Neural Networks and Learning Systems
  • IEEE Transactions on Medical Imaging
  • IEEE Transactions on Systems, Man, and Cybernetics
  • IEEE Transactions on Biomedical Engineering
  • IEEE Transactions on Industrial Informatics
  • IEEE Internet of Things Journal
  • IEEE Journal of Biomedical and Health Informatics
  • IEEE Transactions on Cybernetics
  • IEEE Transactions on Affective Computing
  • IEEE Access
  • Knowledge-Based Systems
  • Expert Systems with Applications
  • Applied Soft Computing
  • Information Fusion
  • Information Sciences
  • Engineering Applications of Artificial Intelligence
  • Biomedical Signal Processing and Control