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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.

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

Research area 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

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output 2010 2020

Acoustic analysis of neonatal breath sounds using digital stethoscope technology

Zhou, L., Marzbanrad, F., Ramanathan, A., Fattahi, D., Pharande, P. & Malhotra, A., 9 Jan 2020, (Accepted/In press) In : Pediatric Pulmonology. 7 p.

Research output: Contribution to journalArticleResearchpeer-review

Assessment of breath sounds at birth using digital stethoscope technology

Ramanathan, A., Marzbanrad, F., Tan, K., Zohra, F. T., Acchiardi, M., Roseby, R., Kevat, A. & Malhotra, A., 6 Jan 2020, (Accepted/In press) In : European Journal of Pediatrics. 9 p.

Research output: Contribution to journalArticleResearchpeer-review

2 Citations (Scopus)

An open source autocorrelation-based method for fetal heart rate estimation from one-dimensional Doppler ultrasound

Valderrama, C. E., Stroux, L., Katebi, N., Paljug, E., Hall-Clifford, R., Rohloff, P., Marzbanrad, F. & Clifford, G. D., 25 Feb 2019, In : Physiological Measurement. 40, 2, 18 p., 025005.

Research output: Contribution to journalArticleResearchpeer-review

4 Citations (Scopus)

Digital stethoscopes in paediatric medicine

Ramanathan, A., Zhou, L., Marzbanrad, F., Roseby, R., Tan, K., Kevat, A. & Malhotra, A., May 2019, In : Acta Paediatrica. 108, 5, p. 814-822 9 p.

Research output: Contribution to journalReview ArticleResearchpeer-review

3 Citations (Scopus)

Local crack-programmed gold nanowire electronic skin tattoos for in-plane multisensor integration

Gong, S., Yap, L. W., Zhu, B., Zhai, Q., Liu, Y., Lyu, Q., Wang, K., Yang, M., Ling, Y., Lai, D. T. H., Marzbanrad, F. & Cheng, W., 11 Oct 2019, In : Advanced Materials. 31, 41, 8 p., 1903789.

Research output: Contribution to journalArticleResearchpeer-review

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)

Faezeh Marzbanrad (Editorial board member)
Dec 2017

Activity: Publication peer-review and editorial work typesEditorial responsibility

Frontiers in Bioengineering and Biotechnology (Journal)

Faezeh Marzbanrad (Editorial board member)
Oct 2016 → …

Activity: Publication peer-review and editorial work typesEditorial responsibility

Frontiers in Physiology (Journal)

Faezeh Marzbanrad (Editorial board member)
Oct 2016 → …

Activity: Publication peer-review and editorial work typesEditorial responsibility