Personal profile

Biography

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.

Keywords

  • 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

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: Other - peer-reviewChapter (Book)

Assessment of fetal development using cardiac valve intervals

Marzbanrad, F., Khandoker, A. H., Kimura, . Y., Palaniswami, M. & Clifford, G. 17 May 2017 In : Frontiers in Physiology. 8, MAY, 13 p., 313

Research output: Research - peer-reviewArticle

Open Access
File

Template-based quality assessment of the Doppler Ultrasound signal for fetal monitoring

Valderrama, C. E., Marzbanrad, F., Stroux, L. & Clifford, G. D. 18 Jul 2017 In : Frontiers in Physiology. 8, 10 p., 511

Research output: Research - peer-reviewArticle

Open Access
File

The Influence of Pharmacological Autonomic Blockades on Multi-Scale Measures of Heart Rate Variability

Marzbanrad, F., Karmakar, C. K., Khandoker, A. H., Palaniswami, M., Moritani, T. & Jelinek, H. F. 13 Jun 2017 EMBEC & NBC 2017: Joint Conference of the European Medical and Biological Engineering Conference (EMBEC) and the Nordic-Baltic Conference on Biomedical Engineering and Medical Physics (NBC), Tampere, Finland, June 2017. Eskola, H., Viik, J., Väisänen, O. & Hyttinen, J. (eds.). Singapore, Singapore: Springer, Vol. 65, p. 462-465 4 p. (IFMBE Proceedings; vol. 65)

Research output: Research - peer-reviewConference Paper

Analysis of maternal-fetal heart rate coupling directions with partial directed coherence

Khandoker, A. H., Marzbanrad, F., Voss, A., Schulz, S., Kimura, . Y., Endo, M. & Palaniswami, M. 2016 In : Biomedical Signal Processing and Control. 30, p. 25-30 6 p.

Research output: Research - peer-reviewArticle

Prizes

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 Physiology (Journal)

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

Activity: Editorial responsibility

Frontiers in Bioengineering and Biotechnology (Journal)

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

Activity: Editorial responsibility