Research Output per year
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
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 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., 08TR01Research output: Contribution to journal › Review Article › Other › peer-review
Open Access
File
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 journal › Article › Research › peer-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 journal › Editorial › Other › peer-review
Open Access
File
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 proceeding › Chapter (Book) › Other › peer-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), 3209815Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-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)
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