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 2019
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 journal › Article › Research › peer-review
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 journal › Review Article › Research › peer-review
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., 25 Aug 2019, (Accepted/In press) In : Advanced Materials. 8 p., 1903789.Research output: Contribution to journal › Article › Research › peer-review
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 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. 39, 10, 15 p., 105008.Research output: Contribution to journal › Article › 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)
Faezeh Marzbanrad (Editorial board member)Dec 2017
Activity: Publication peer-review and editorial work types › Editorial responsibility
Frontiers in Bioengineering and Biotechnology (Journal)
Faezeh Marzbanrad (Editorial board member)Oct 2016 → …
Activity: Publication peer-review and editorial work types › Editorial responsibility
Frontiers in Physiology (Journal)
Faezeh Marzbanrad (Editorial board member)Oct 2016 → …
Activity: Publication peer-review and editorial work types › Editorial responsibility