Projects per year
Personal profile
Biography
Dr Faezeh Marzbanrad (Fae) joined Monash University in June 2016, after completing her PhD in Electrical and Electronic Engineering at the University of Melbourne. Her PhD was supported by IPRS and APA scholarships funded by 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. In 2021, she was awarded Veski Victoria Fellowship by the Victorian Government. She is also the winner of B&T Women Leading Tech Award 2022, in the Education/Research category.
Her research interests include medical technology for health equity, biomedical signal processing and machine learning, artificial intelligence in health, affordable medical devices, mobile-health as well as fetal, maternal and neonatal healthcare technologies.
Visit Faezeh's 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/territory level. Dive into details by clicking on the dots or
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Soft Wearable Patches for Stillbirth Prevention
Cheng, W., Morris, J. M., Yap, W., Marzbanrad, F., Smith M M, V. & Wallace, E.
1/01/21 → 31/12/23
Project: Research
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Tele-Health Technology to Improve Maternal and Foetal Health in Rural and Remote Regions of Victoria
1/03/22 → 31/03/22
Project: Research
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A Blind Filtering Framework for Noisy Neonatal Chest Sounds
Fattahi, D., Sameni, R., Grooby, E., Tan, K., Zhou, L., King, A., Ramanathan, A., Malhotra, A. & Marzbanrad, F., 16 May 2022, In: IEEE Access. 10, p. 50715-50727 13 p.Research output: Contribution to journal › Article › Research › peer-review
Open Access -
Publisher Correction: Fusion of multi-scale bag of deep visual words features of chest X-ray images to detect COVID-19 infection (Scientific Reports, (2021), 11, 1, (23914), 10.1038/s41598-021-03287-8)
Sitaula, C., Shahi, T. B., Aryal, S. & Marzbanrad, F., 13 Jan 2022, In: Scientific Reports. 12, 1, 1 p., 1010.Research output: Contribution to journal › Comment / Debate › Research › peer-review
Open AccessFile -
Real-Time Multi-Level Neonatal Heart and Lung Sound Quality Assessment for Telehealth Applications
Grooby, E., Sitaula, C., Fattahi, D., Sameni, R., Tan, K., Zhou, L., King, A., Ramanathan, A., Malhotra, A., Dumont, G. A. & Marzbanrad, F., 31 Jan 2022, In: IEEE Access. 10, p. 10934-10948 15 p.Research output: Contribution to journal › Article › Research › peer-review
Open Access -
A new framework to estimate Breathing Rate from electrocardiogram, photoplethysmogram, and blood pressure signals
Adami, A., Boostani, R., Marzbanrad, F. & Charlton, P. H., 17 Mar 2021, In: IEEE Access. 9, p. 45832-45844 13 p., 9380434.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile3 Citations (Scopus) -
A new Non-negative Matrix Co-Factorisation approach for noisy neonatal chest sound separation
Grooby, E., He, J., Fattahi, D., Zhou, L., King, A., Ramanathan, A., Malhotra, A., Dumont, G. A. & Marzbanrad, F., 2021, 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society . Azpiroz, J. & Lavarello, R. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 5668-5673 6 p. (Proceedings of Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
1 Citation (Scopus)
Prizes
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Australian Postgraduate Award
Marzbanrad, Faezeh (Recipient), 2012
Prize: Prize (including medals and awards)
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EMBS student paper competition finalist award
Marzbanrad, Faezeh (Recipient), 24 Aug 2014
Prize: Prize (including medals and awards)
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IEEE Australia Council student paper award
Marzbanrad, Faezeh (Recipient), 2013
Prize: Prize (including medals and awards)
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International Postgraduate Research Scholarship (IPRS)
Marzbanrad, Faezeh (Recipient), 2012
Prize: Prize (including medals and awards)
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Activities
- 3 Editorial responsibility
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Physiological Measurement (Journal)
Faezeh Marzbanrad (Editorial board member)
Dec 2017Activity: Publication peer-review and editorial work types › Editorial responsibility
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Frontiers in Physiology (Journal)
Faezeh Marzbanrad (Editorial board member)
Oct 2016 → …Activity: Publication peer-review and editorial work types › Editorial responsibility
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Frontiers in Bioengineering and Biotechnology (Journal)
Faezeh Marzbanrad (Editorial board member)
Oct 2016 → …Activity: Publication peer-review and editorial work types › Editorial responsibility
Press / Media
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Newborn monitor is a quiet achiever
Atul Malhotra & Faezeh Marzbanrad
1/02/22
1 item of Media coverage
Press/Media: Article/Feature