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 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 the prestigious 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. In 2022, Fae received the Dean's Award for Honours Supervision.
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
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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
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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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Artificial intelligence-driven wearable technologies for neonatal cardiorespiratory monitoring: part 1 wearable technology
Grooby, E., Sitaula, C., Chang Kwok, T., Sharkey, D., Marzbanrad, F. & Malhotra, A., Jan 2023, In: Pediatric Research. 93, 2, p. 413–425 13 p.Research output: Contribution to journal › Review Article › Research › peer-review
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Challenges of driver drowsiness prediction: the remaining steps to implementation
Perkins, E., Sitaula, C., Burke, M. & Marzbanrad, F., Feb 2023, In: IEEE Transactions on Intelligent Vehicles. 8, 2, p. 1319-1338 20 p.Research output: Contribution to journal › Article › Research › peer-review
1 Citation (Scopus) -
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 Access2 Citations (Scopus) -
A gold nanowire-integrated soft wearable system for dynamic continuous non-invasive cardiac monitoring
Gong, S., Yap, L. W., Zhang, Y., He, J., Yin, J., Marzbanrad, F., Kaye, D. M. & Cheng, W., 1 Jun 2022, In: Biosensors and Bioelectronics. 205, 9 p., 114072.Research output: Contribution to journal › Article › Research › peer-review
8 Citations (Scopus) -
Automated detection of major depressive disorder with EEG signals: a time series classification using deep learning
Rafiei, A., Zahedifar, R., Sitaula, C. & Marzbanrad, F., 13 Jul 2022, In: IEEE Access. 10, p. 73804-73817 14 p.Research output: Contribution to journal › Article › Research › peer-review
Open Access2 Citations (Scopus)
Prizes
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Australian Postgraduate Award
Marzbanrad, Faezeh (Recipient), 2012
Prize: Prize (including medals and awards)
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Dean's Award for Honours Supervision
Marzbanrad, Faezeh (Recipient), 10 Jun 2022
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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Higher Education Academy (HEA) Fellowship
Marzbanrad, Faezeh (Recipient), Jun 2022
Prize: National/international honour
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IEEE Australia Council student paper award
Marzbanrad, Faezeh (Recipient), 2013
Prize: Prize (including medals and awards)
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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Australia's Top 20 under 40 health, medical researchers revealed
29/08/22
1 Media contribution
Press/Media: Article/Feature
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Matters of the heart: The med-tech innovations three generations in the making
22/06/22
1 Media contribution
Press/Media: Article/Feature
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Women Leading Tech & Learning From Each Other
28/04/22
1 Media contribution
Press/Media: Article/Feature
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Software might improve outcomes for newborns with cardio and respiratory issues
4/02/22
1 Media contribution
Press/Media: Article/Feature