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
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)
Use of heart rate variability infographies in identification of depression status complementing the Patient Health Questionnaire-9
Maleki, S., Marzbanrad, F., Warner, P. & Jelinek, H. F. 23 Jan 2018 2017 IEEE Life Sciences Conference (LSC 2017). Antani, S. & Sawan, M. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 133-136 4 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Paper
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., 313Research output: Contribution to journal › Article
Open Access
File
Investigating fetal myocardial function in heart anomalies by Doppler myocardial performance indices
Khandoker, A. H., Al-Angari , . H. M., Marzbanrad, F. & Kimura, . Y. 13 Sep 2017 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2017). Woo, E. J., Zhang, Y. & Penzel, T. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 2197-2200 4 p. 8037290Research output: Chapter in Book/Report/Conference proceeding › Conference Paper
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., 511Research output: Contribution to journal › Article
Open Access
File
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 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