Dr. Faezeh Marzbanrad

Dr. Faezeh Marzbanrad

Lecturer
Department of Electrical and Computer Systems Engineering
Room 225, 14 Alliance Lane, Clayton Campus

Faezeh Marzbanrad joined Monash University in June 2016 as a Research Fellow in the ECSE department, where she currently holds a research faculty position. She received the B.Sc. and M.Sc. degrees in electrical engineering from Shiraz University in 2007 and 2010 respectively, and a Ph.D. in electrical and electronic engineering from the University of Melbourne in 2016, with IPRS and APA scholarships. During her PhD she received several awards including the Len Stevens scholarship in 2014 from the University of Melbourne and the second best student paper award from IEEE Australia council in 2014. She was a finalist of the student paper competition at IEEE Engineering in Medicine and Biology Conference (EMBC 2014) in Chicago, IL, USA, and in 2015 and 2016, she received honorable mentions for Rosanna Degani Young Investigator Award for her research in the field of fetal monitoring. Her research interests include biomedical signal processing, machine learning and statistical data analysis.

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.

Last modified: 25/11/2019