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Research Output 2010 2018

2018

Cardiotocography and beyond: a review of one-dimensional Doppler ultrasound application in fetal monitoring

Marzbanrad, F., Stroux, L. & Clifford, G. D., 2018, In : Physiological Measurement. 39, 8, 25 p., 08TR01.

Research output: Contribution to journalReview ArticleOtherpeer-review

Open Access
File

Dynamic signal quality index for electrocardiograms

Yaghmaie, N., Maddah-Ali, M. A., Jelinek, H. F. & Marzbanrad, F., 2018, In : Physiological Measurement.

Research output: Contribution to journalArticleResearchpeer-review

Editorial: Recent advances in doppler signal processing and modeling techniques for fetal monitoring

Khandoker, A., Marzbanrad, F. & Kimura, Y., 5 Jun 2018, In : Frontiers in Physiology. 9, JUN, p. 691 1 p.

Research output: Contribution to journalEditorialOtherpeer-review

Open Access
File

Fetal Heart Rate Variability

Marzbanrad, F., Kimura, Y., Palaniswami, M. & Khandoker, A., 2018, ECG Time Series Variability Analysis: Engineering and Medicine. Jelinek, H., Cornforth, D. & Khandoker, A. H. (eds.). Boca Raton FL USA: CRC Press, p. 355-377 19 p.

Research output: Chapter in Book/Report/Conference proceedingChapter (Book)Otherpeer-review

Improving the quality of point of care diagnostics with real-time machine learning in low literacy LMIC settings

Valderrama, C. E., Martinez, B., Katebi, N., Marzbanrad, F., Hall-Clifford, R., Rohloff, P., Stroux, L., Liu, C. & Clifford, G. D., 20 Jun 2018, Proceedings of the 1st ACM SIGCAS Conference on Computing and Sustainable Societies, COMPASS 2018: COMPASS '18 . Anderson, R., Subramanian, L. & Zegura, E. (eds.). New York NY USA: Association for Computing Machinery (ACM), 3209815

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Use of heart rate variability infographies in identification of depression status complementing the Patient Health Questionnaire-9

Maleki, S., Marzbanrad, F., Warner, P. & Jelinek, H. F., 23 Jan 2018, 2017 IEEE Life Sciences Conference (LSC 2017). Antani, S. & Sawan, M. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 133-136 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2017

Analyzing fetal and maternal cardiorespiratory interactions during labor

Marzbanrad, F. & Clifford, G. D., 1 Jan 2017, 2017 Computing in Cardiology (CinC 2017) . Pickett, C., Corsi, C., Laguna, P. & MacLeod, R. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. 44. 4 p. (Computing in Cardiology; vol. 44).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearch

Open Access
File

Assessment of fetal development using cardiac valve intervals

Marzbanrad, F., Khandoker, A. H., Kimura, Y., Palaniswami, M. & Clifford, G., 17 May 2017, In : Frontiers in Physiology. 8, MAY, 13 p., 313.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File

Atrial fibrillation analysis for real time patient monitoring

Allami, R., Stranieri, A., Marzbanrad, F., Balasubramanian, V. & Jelinek, H. F., 1 Jan 2017, 2017 Computing in Cardiology (CinC 2017). Pickett, C., Corsi, C., Laguna, P. & MacLeod, R. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. 44. p. 1-4 4 p. (Computing in Cardiology; vol. 44).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearch

Open Access
File

Combining template-based and feature-based classification to detect atrial fibrillation from a short single lead ECG recording

Da Silva-Filarder, M. & Marzbanrad, F., 1 Jan 2017, 2017 Computing in Cardiology (CinC 2017). Pickett, C., Corsi, C., Laguna, P. & MacLeod, R. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. 44. p. 1-4 4 p. (Computing in Cardiology; vol. 44).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearch

Open Access
File

Investigating fetal myocardial function in heart anomalies by Doppler myocardial performance indices

Khandoker, A. H., Al-Angari, H. M., Marzbanrad, F. & Kimura, Y., 13 Sep 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2017). Woo, E. J., Zhang, Y. & Penzel, T. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 2197-2200 4 p. 8037290

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Spatial characterization of hypertension clusters using a rural Australian clinical database

Whitsed, R., Horta, A., Jelinek, H. F. & Marzbanrad, F., 1 Jan 2017, 2017 Computing in Cardiology (CinC 2017). Pickett, C., Corsi, C., Laguna, P. & MacLeod, R. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. 44. p. 1-4 4 p. (Computing in Cardiology).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearch

Open Access
File

Template-based quality assessment of the Doppler Ultrasound signal for fetal monitoring

Valderrama, C. E., Marzbanrad, F., Stroux, L. & Clifford, G. D., 18 Jul 2017, In : Frontiers in Physiology. 8, 10 p., 511.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File

The Influence of Pharmacological Autonomic Blockades on Multi-Scale Measures of Heart Rate Variability

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, Vol. 65. p. 462-465 4 p. (IFMBE Proceedings; vol. 65).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2016

Analysis of maternal-fetal heart rate coupling directions with partial directed coherence

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.

Research output: Contribution to journalArticleResearchpeer-review

Assessing the development of fetal myocardial function by a novel Doppler myocardial performance index

Khandoker, A. H., Marzbanrad, F., Kimura, Y., Nuaimi, S. A. & Palaniswami, M., 13 Oct 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. IEEE, Institute of Electrical and Electronics Engineers, Vol. 2016-October. p. 3753-3756 4 p. 7591544

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Estimating fetal gestational age using cardiac valve intervals

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. p. 109-112 4 p. 7868691

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access
File

Methodological comparisons of heart rate variability analysis in patients with type 2 diabetes and angiotensin converting enzyme polymorphism

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.

Research output: Contribution to journalArticleResearchpeer-review

Model-based estimation of aortic and mitral valves opening and closing timings in developing human fetuses

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.

Research output: Contribution to journalArticleResearchpeer-review

2015

Classification of doppler ultrasound signal quality for the application of fetal valve motion identification

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

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access

Quantifying the Interactions between maternal and fetal heart rates by transfer entropy

Marzbanrad, F., Kimura, Y., Palaniswami, M. & Khandoker, A. H., 2015, In : PLoS ONE. 10, 12, p. 1-13 13 p., e0145672.

Research output: Contribution to journalArticleResearchpeer-review

Open Access

Transfer entropy analysis of maternal and fetal heart rate coupling

Marzbanrad, F., Kimura, Y., Endo, M., Palaniswami, M. & Khandoker, A. H., 2015, 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

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2014

A multi-dimensional Hidden Markov Model approach to automated identification of fetal cardiac valve motion

Marzbanrad, F., Khandoker, A. H., Endo, M., Kimura, Y. & Palaniswami, M., 2 Nov 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014: Chicago, Illinois, USA; 26-30 August 2014. Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1885-1888 4 p. 6943978

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Application of automated fetal valve motion identification to investigate fetal heart anomalies

Marzbanrad, F., Kimura, Y., Palaniswami, M. & Khandoker, A. H., 2014, 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

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Automated estimation of fetal cardiac timing events from doppler ultrasound signal using hybrid models

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.

Research output: Contribution to journalArticleResearchpeer-review

Automated measurement of fetal isovolumic contraction time from doppler ultrasound signals without using fetal electrocardiography

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

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access

Relationship between heart rate variability and angiotensinogen gene polymorphism in diabetic and control individuals

Marzbanrad, F., Hambly, B., Ng, E., Tamayo, M., Matthews, S., Karmakar, C., Khandoker, A. H., Palaniswami, M. & Jelinek, H. F., 2014, 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.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2013

Automated Identification of fetal cardiac valve timings

Marzbanrad, F., Khandoker, A. H., Funamoto, K., Sugibayashi, R., Endo, M., Velayo, C., Kimura, Y. & Palaniswami, M., 2013, 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

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Development of fetal cardiac intervals throughout 16 to 41 weeks of gestation

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

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access

Investigating the beat by beat phase synchronization between maternal and fetal heart rates

Wang, Q., Khandoker, A. H., Marzbanrad, F., Funamoto, K., Sugibayashi, R., Endo, M., Kimura, Y. & Palaniswami, M., 2013, 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

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

The effect of automated preprocessing of RR interval tachogram on discrimination capability of heart rate variability parameters

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

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access
2010

A novel and fast blind source separation algorithm for convolutive environment

Rad, F. M. & Masnadi-Shirazi, M. A., 2010, IECON 2010-36th Annual Conference on IEEE Industrial Electronics Society. p. 1047-1051 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review