Dr. Faezeh Marzbanrad
Dr. Faezeh Marzbanrad
Senior Lecturer
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.
Qualifications
- Doctor of Philosophy (PhD), Electrical and Electronics Engineering, University of Melbourne
- Master's Degree, Electrical Engineering, Communications, Shiraz University
- Bachelor's Degree, Electrical Engineering, Shiraz University
Expertise
- 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
Research Interests
Dr. Faezeh Marzbanrad’s research interest are in the following areas,
- Biomedical Signal Processing
- Machine Learning
- Time-Frequency Analysis
- Statistical Data Analysis
- Time Series Analysis and Classification
- Maternal and Fetal Healthcare
2017
Valderrama, C. E., Marzbanrad, F., Stroux, L. & Clifford, G. D. 4 Jul 2017 In : Frontiers in Physiology. 8, 10 p., 511
Marzbanrad, F., Karmakar, C. K., Khandoker, A. H., Palaniswami, M., Moritani, T. & Jelinek, H. F. 13 Jun 2017 EMBEC & NBC 2017: Joint Conference of the European Medical and Biological Engineering Conference (EMBEC) and the Nordic-Baltic Conference on Biomedical Engineering and Medical Physics (NBC), Tampere, Finland, June 2017. Eskola, H., Viik, J., Väisänen, O. & Hyttinen, J. (eds.). Singapore, Singapore: Springer, p. 462-465 4 p. (IFMBE Proceedings; vol. 65)
Marzbanrad, F., Khandoker, A. H., Kimura, . Y., Palaniswami, M. & Clifford, G. 1 May 2017 In : Frontiers in Physiology. 8, 13 p., 313
2016
Khandoker, A. H., Marzbanrad, F., Kimura, Y., Al Nuaimi, S. & Palaniswami, M. Oct 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2016): Orlando, Florida, USA, 16-20 August 2016. Principe, J. (ed.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 3753-3756 4 p.
Marzbanrad, F., Kimura, . Y., Funamoto, K., Oshio, S., Endo, M., Sato, N., Palaniswami, M. & Khandoker, A. H. Jan 2016 In : IEEE Journal of Biomedical and Health Informatics. 20, 1, p. 240-248 9 p., 6926782
Khandoker, A. H., Marzbanrad, F., Voss, A., Schulz, S., Kimura, . Y., Endo, M. & Palaniswami, M. 2016 In : Biomedical Signal Processing and Control. 30, p. 25-30 6 p.
Marzbanrad, F., Khandoker, A., Kimura, . Y., Palaniswami, M. & Clifford, G. D. 2016 Computing in Cardiology 2016: September 11-14, 2016, Vancouver, Canada [proceedings]. Murray, A. (ed.). Vancouver, Canada: IEEE, Institute of Electrical and Electronics Engineers, Vol. 43, 4 p.
Marzbanrad, F., Khandoker, A. H., Hambly, B. D., Ng, E., Tamayo, M., Lu, Y., Matthews, S., Karmakar, C., Palaniswami, M., Jelinek, H. F. & Craig, M. 2016 In : IEEE Journal of Biomedical and Health Informatics. 20, 1, p. 55-63 9 p.
2015
Marzbanrad, F., Kimura, Y., Endo, M., Palaniswami, M. & Khandoker, A. H. 2015 Computing in Cardiology 2015: September 6-0, 2015, Nice, France [proceedings]. Murray, A. (ed.). Vancouver, Canada: IEEE, Institute of Electrical and Electronics Engineers, Vol. 42, p. 365-368 4 p. 7408662
Marzbanrad, F., Kimura, . Y., Palaniswami, M. & Khandoker, A. H. 2015 In : PLoS ONE. 10, 12, p. 1-13 13 p., e0145672
Marzbanrad, F., Kimura, . Y., Endo, M., Palaniswami, M. & Khandoker, A. H. 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). Patton, J. (ed.). Piscataway NJ: IEEE, Institute of Electrical and Electronics Engineers, p. 7865-7868 4 p. 7320215
2014
Marzbanrad, F., Khandoker, A. H., Endo, M., Kimura, Y. & Palaniswami, M. 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. Vol. 2014, p. 1885-1888 4 p.
Marzbanrad, F., Kimura, . Y., Palaniswami, M. & Khandoker, A. H. 2014 Healthcare Innovation and POCT (HIC 2014): Seattle, Washington, USA, 8-10 October 2014 [proceedings]. Brenan, C., Gray, M. & Matula, T. (eds.). IEEE, Institute of Electrical and Electronics Engineers, p. 243-246 4 p. 7038920
Marzbanrad, F., Kimura, . Y., Funamoto, K., Sugibayashi, R., Endo, M., Ito, T., Palaniswami, M. & Khandoker, A. H. 2014 In : IEEE Journal of Biomedical and Health Informatics. 18, 4, p. 1169-1177 9 p., 6636069
Marzbanrad, F., Kimura, . Y., Endo, M., Palaniswami, M. & Khandoker, A. H. 2014 Computing in Cardiology 2014: September 7-10, 2014, Cambridge, Massachusetts, USA [proceedings]. Murray, A. (ed.). Vancouver, Canada: IEEE, Institute of Electrical and Electronics Engineers, Vol. 41, p. 485-488 4 p. 7043085
Marzbanrad, F., Hambly, B., Ng, E., Tamayo, M., Matthews, S., Karmakar, C., Khandoker, A. H., Palaniswami, M. & Jelinek, H. F. 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2014): Chicago, Illinois, USA, 26-30 August 2014. Duerk, J. & Ji, J. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 6683-6686 4 p.
2013
Marzbanrad, F., Khandoker, A. H., Funamoto, K., Sugibayashi, R., Endo, M., Velayo, C., Kimura, . Y. & Palaniswami, M. 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2013): Osaka, Japan, 3 – 7 July 2013. Lovell, N. (ed.). Piscataway, NJ: IEEE, Institute of Electrical and Electronics Engineers, p. 3893-3896 4 p. 6610395
Marzbanrad, F., Kimura, . Y., Funamoto, K., Sugibayashi, R., Endo, M., Ito, T., Palaniswami, M. & Khandoker, A. 2013 Computing in Cardiology 2013: September 22-25, 2013, Zaragoza, Spain [proceedings]. Murray, A. (ed.). Vancouver, Canada: IEEE, Institute of Electrical and Electronics Engineers, Vol. 40, p. 1155-1158 4 p. 6713587
Wang, Q., Khandoker, A. H., Marzbanrad, F., Funamoto, K., Sugibayashi, R., Endo, M., Kimura, . Y. & Palaniswami, M. 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2013): Osaka, Japan, 3 – 7 July 2013 [proceedings]. Lovell, N. (ed.). Piscataway, NJ: IEEE, Institute of Electrical and Electronics Engineers, p. 3821-3824 4 p. 6610377
Marzbanrad, F., Jelinek, H., Ng, E., Tamayo, M., Hambly, B., McLachlan, C., Matthews, S., Palaniswami, M. & Khandoker, A. 2013 Computing in Cardiology 2013: September 22-25, 2013, Zaragoza, Spain [proceedings]. Murray, A. (ed.). Vancouver, Canada: IEEE, Institute of Electrical and Electronics Engineers, Vol. 40, p. 483-486 4 p. 6713419
2010
Rad, F. M. & Masnadi-Shirazi, M. A. 2010 IECON 2010-36th Annual Conference on IEEE Industrial Electronics Society. p. 1047-1051 5 p.