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
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Exploring Artificial intelligence for automating variant curation and big data linkage in reproductive genetics; towards preconception precision medicine in assisted reproductive technologies (ARTs)
Ghasemnejad, T. (Primary Chief Investigator (PCI)), Horta Nunez, F. (Supervisor), Alinejad-Rokny, H. (Supervisor), Marzbanrad, F. (Supervisor), Lorber Rolnik, D. (Supervisor), Shrestha, J. (Supervisor), Venter, D. (Partner Investigator (PI)) & Lin, H. (Partner Investigator (PI))
1/06/23 → 31/12/26
Project: Research
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AI-driven low-cost ultrasound for automated quantification of hypertension, preeclampsia, and IUGR
Clifford, G. D. (Primary Chief Investigator (PCI)), Tanner, L. (Chief Investigator (CI)), Jamieson, D. (Chief Investigator (CI)), Sameni, R. (Chief Investigator (CI)), Hall-Clifford, R. (Chief Investigator (CI)), Katebi, N. (Chief Investigator (CI)), Jeff, J. (Chief Investigator (CI)), Phan, D. (Chief Investigator (CI)), Rohloff, P. (Chief Investigator (CI)), Miller, A. (Chief Investigator (CI)) & Marzbanrad, F. (Chief Investigator (CI))
20/09/22 → 31/08/27
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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Smart Auscultation for Neonatal Respiratory Assessment
Marzbanrad, F. (Primary Chief Investigator (PCI)), Sitaula, C. (Chief Investigator (CI)) & Malhotra, A. (Chief Investigator (CI))
1/08/21 → 1/08/22
Project: Research
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Soft Wearable Patches for Stillbirth Prevention
Cheng, W. (Primary Chief Investigator (PCI)), Morris, J. M. (Chief Investigator (CI)), Yap, W. (Chief Investigator (CI)), Marzbanrad, F. (Chief Investigator (CI)), Smith M M, V. (Chief Investigator (CI)) & Wallace, E. (Associate Investigator (AI))
1/01/21 → 31/12/24
Project: Research
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Advancing Fetal Surveillance with Physiological Sensing: Detecting Hypoxia in Fetal Sheep
Tang, W., Tran, N., Katebi, N., Sameni, R., Clifford, G. D., Walker, D., Horlali, V., Taylor, C., Galinsky, R. & Marzbanrad, F., 2024, 2024 IEEE Sensors, SENSORS 2024 - Conference Proceedings. Roy, A. & Tokuda, T. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, 4 p. (Proceedings of IEEE Sensors).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
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NeoSSNet: Real-time neonatal chest sound separation using deep learning
Poh, Y. Y., Grooby, E., Tan, K., Zhou, L., King, A., Ramanathan, A., Malhotra, A., Harandi, M. & Marzbanrad, F., 15 Apr 2024, In: IEEE Open Journal of Engineering in Medicine and Biology. 5, p. 345-352 8 p.Research output: Contribution to journal › Article › Research › peer-review
Open Access2 Citations (Scopus) -
Recent advances in scene image representation and classification
Sitaula, C., Shahi, T. B., Marzbanrad, F. & Aryal, J., Jan 2024, In: Multimedia Tools and Applications. 83, p. 9251–9278 28 p.Research output: Contribution to journal › Article › Other › peer-review
6 Citations (Scopus) -
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
11 Citations (Scopus) -
Artificial intelligence-driven wearable technologies for neonatal cardiorespiratory monitoring. Part 2: artificial intelligence
Sitaula, C., Grooby, E., Kwok, T. C., Sharkey, D., Marzbanrad, F. & Malhotra, A., Jan 2023, In: Pediatric Research. 93, p. 426–436 11 p.Research output: Contribution to journal › Review Article › Research › peer-review
7 Citations (Scopus)
Prizes
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Australian Postgraduate Award
Marzbanrad, F. (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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Dean’s Award for Research Excellence by an Early Career Researcher
Marzbanrad, F. (Recipient), Oct 2024
Prize: Prize (including medals and awards)
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EMBS student paper competition finalist award
Marzbanrad, F. (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
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