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Personal profile


Dr Faezeh Marzbanrad joined Monash University in June 2016. She received the B.Sc. and M.Sc. degrees in electrical engineering from Shiraz University, and a Ph.D. in electrical and electronic engineering from the University of Melbourne in 2016, with IPRS and APA scholarships funded by the Australian Government. During her PhD and afterwards, she received several awards including the Len Stevens scholarship from University of Melbourne in 2014, student paper award from IEEE Australia council in 2014, and the finalist award of the student paper competition at IEEE Engineering in Medicine and Biology Conference (EMBC 2014) in Chicago, IL, USA. She also received Mortara fellowship in September 2017 and honorable mention for Rosanna Degani Young Investigator Award in both 2015 and 2016, from Computing in Cardiology. Her research interests include biomedical signal processing, machine learning and statistical data analysis, low-cost medical devices, mobile-health as well as fetal, maternal and neonatal healthcare technologies.

Visit my research lab: https://www.monash.edu/bspl


  • Biomedical engineering
  • Signal Processing
  • Machine Learning
  • Statistical and Data Analysis
  • Statistical Machine Learning
  • Time Series Analysis
  • Time Series Classification
  • Stochastic processes
  • Spectral Analysis
  • Biomedical Research, Multidisciplinary

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Research Output 2010 2018

Cardiotocography and beyond: a review of one-dimensional Doppler ultrasound application in fetal monitoring

Marzbanrad, F., Stroux, L. & Clifford, G. D. 2018 In : Physiological Measurement. 39, 8, 25 p., 08TR01

Research output: Contribution to journalReview ArticleOtherpeer-review

Open Access

Dynamic signal quality index for electrocardiograms

Yaghmaie, N., Maddah-Ali , M. A., Jelinek, H. F. & Marzbanrad, F. 2018 In : Physiological Measurement.

Research output: Contribution to journalArticleResearchpeer-review

Editorial: Recent advances in doppler signal processing and modeling techniques for fetal monitoring

Khandoker, A., Marzbanrad, F. & Kimura, . Y. 5 Jun 2018 In : Frontiers in Physiology. 9, JUN, p. 691 1 p.

Research output: Contribution to journalEditorialOtherpeer-review

Open Access

Fetal Heart Rate Variability

Marzbanrad, F., Kimura, . Y., Palaniswami, M. & Khandoker, A. 2018 ECG Time Series Variability Analysis: Engineering and Medicine. Jelinek, H., Cornforth, D. & Khandoker, A. H. (eds.). Boca Raton FL USA: CRC Press, p. 355-377 19 p.

Research output: Chapter in Book/Report/Conference proceedingChapter (Book)Otherpeer-review

Improving the quality of point of care diagnostics with real-time machine learning in low literacy LMIC settings

Valderrama, C. E., Martinez, B., Katebi, N., Marzbanrad, F., Hall-Clifford, R., Rohloff, P., Stroux, L., Liu, C. & Clifford, G. D. 20 Jun 2018 Proceedings of the 1st ACM SIGCAS Conference on Computing and Sustainable Societies, COMPASS 2018: COMPASS '18 . Anderson, R., Subramanian, L. & Zegura, E. (eds.). New York NY USA: Association for Computing Machinery (ACM), 3209815

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review


Australian Postgraduate Award

Faezeh Marzbanrad (Recipient), 2012

Prize: Prize (including medals and awards)

EMBS student paper competition finalist award

Faezeh Marzbanrad (Recipient), 24 Aug 2014

Prize: Prize (including medals and awards)

IEEE Australia Council student paper award

Faezeh Marzbanrad (Recipient), 2013

Prize: Prize (including medals and awards)

International Postgraduate Research Scholarship (IPRS)

Faezeh Marzbanrad (Recipient), 2012

Prize: Prize (including medals and awards)

Mortara fellowship

Faezeh Marzbanrad (Recipient), Sep 2017

Prize: Competitive Fellowships

Activities 2016 2017

  • 3 Editorial responsibility

Physiological Measurement (Journal)

Marzbanrad, F. (Editorial board member)
Dec 2017

Activity: Editorial responsibility

Frontiers in Bioengineering and Biotechnology (Journal)

Marzbanrad, F. (Editorial board member)
Oct 2016 → …

Activity: Editorial responsibility

Frontiers in Physiology (Journal)

Marzbanrad, F. (Editorial board member)
Oct 2016 → …

Activity: Editorial responsibility