Mehrnaz Hazrati

Former Research Associate

Publications

2011

M. Kh. Hazrati, V. Subramanian, and U. G. Hofmann,
A Four-Class Brain Computer Interface for Robot Control, in ISSNIP Biosignals and Biorobotic Conference , Vitoria, Brazil , 2011.
File:
Bibtex: BibTeX
@INPROCEEDINGS{Hazrati1101,
author = {M. Kh. Hazrati and V. Subramanian and U. G. Hofmann},
title = {A Four-Class Brain Computer Interface for Robot Control},
booktitle = {ISSNIP Biosignals and Biorobotic Conference},
year      = {2011},
month     = {January},
date      = {6--9},
url = {http://www.brc2011.org/},
address = {Vitoria, Brazil}
}

2010

Mehrnaz Kh. Hazrati, and Abbas Erfanian,
An online EEG-based brain-computer interface for controlling hand grasp using an adaptive probabilistic neural network, Medical Engineering & Physics , vol. 32, no. 7, pp. 730 - 739, 2010.
DOI:DOI: 10.1016/j.medengphy.2010.04.016
File: 795f2b7e72030fe9f4778cf1c4d2921c
Bibtex: BibTeX
@article{Hazrati2010730,
title = {An online EEG-based brain-computer interface for controlling hand grasp using an adaptive probabilistic neural network},
journal = "Medical Engineering & Physics",
volume = {32},
number = {7},
pages = {730 - 739},
year = {2010},
note = {},
issn = {1350-4533},
doi = {DOI: 10.1016/j.medengphy.2010.04.016},
url = {http://www.sciencedirect.com/science/article/B6T9K-505FHXR-1/2/795f2b7e72030fe9f4778cf1c4d2921c},
keywords = "Online training",
keywords = "Brain-computer interface (BCI)",
keywords = "Electroencephalogram (EEG)",
keywords = "Motor imagery",
keywords = "Machine learning",
keywords = "Subject training",
keywords = "Probabilistic neural network"
author = {Mehrnaz Kh. Hazrati and Abbas Erfanian},
}
M. Hazrati, A. Erfanian, and U.G. Hofmann,
Extracted fractal components from electroencephalogram signal as features In brain computer interface, in EURASIP Conference Biosignal 2010 , Brno, Czech Republic , 2010.
Bibtex: BibTeX
@INPROCEEDINGS{HazEurasipBiosig2010,
  author = {M. Hazrati and A. Erfanian and U.G. Hofmann},
  title = {Extracted fractal components from electroencephalogram signal as
	features In brain computer interface},
  booktitle = {EURASIP Conference Biosignal 2010},
  year = {2010},
  series = {Series Extracted fractal components from electroencephalogram signal
	as features In brain computer interface},
  address = {Brno, Czech Republic}
}

2008

A. Hajjam, Mehrnaz K. Hazrati, and A. Beheshti,
A new method for boundary determination in intra vascular ultrasound images, in IEEE Int .Conf. Signal process. Comm. And Networking (ICSCN), Madras, India , 2008.
DOI:10.1109/IEMBS.2007.4649326
File: index.html
Bibtex: BibTeX
@INPROCEEDINGS{Hajjam07,
author={A. Hajjam and Hazrati, Mehrnaz K. and A. Beheshti},
title={A new method for boundary determination in intra vascular ultrasound images},
booktitle={IEEE Int .Conf. Signal process. Comm. And Networking (ICSCN), Madras, India},
year={2008},
month={Jan},
volume={},
number={},
pages={},
doi={10.1109/IEMBS.2007.4649326},
ISSN={1793-8236},
url={http://www.icscn.org/index.html}
}
Mehrnaz Kh. Hazrati, and Abbas Erfanian,
An on-line BCI for control of hand grasp sequence and holding using adaptive probabilistic neural network, in Engineering in Medicine and Biology Society(EMBS), 30th Annual International Conference of the IEEE , 2008. pp. 1009 -1012.
DOI:10.1109/IEMBS.2008.4649326
ISBN:978-1-4244-1814-5
Bibtex: BibTeX
@INPROCEEDINGS{4649326,
author={Hazrati, Mehrnaz Kh. and Erfanian, Abbas},
journal="Engineering in Medicine and Biology Society, 2008. EMBS 2008. 30th Annual International Conference of the IEEE",
title={An on-line BCI for control of hand grasp sequence and holding using adaptive probabilistic neural network},
year={2008},
month={aug.},
volume={},
number={},
pages={1009 -1012},
keywords={Algorithms;Data Interpretation, Statistical;Electroencephalography;Evoked Potentials;Hand Strength;Humans;Neural Networks (Computer);Online Systems;Pattern Recognition, Automated;User-Computer Interface;},
doi={10.1109/IEMBS.2008.4649326},
ISSN={1557-170X},
ISBN={978-1-4244-1814-5},
}
A. Hajjam, and M. Kh. Hazrati,
Constructing the median frames in a heart cycle video using the iterative method, 2008. {ThaiBME/IEEJ}.
DOI:10.1108/ISBME.2008
File: about_isbme2008.php
Bibtex: BibTeX
@article{Hajjam-Hazrati2008,
author={A. Hajjam and M. Kh. Hazrati},
title={Constructing the median frames in a heart cycle video using the iterative method},
booktitle={The 3rd International Symposium on Biomedical Engineering ISBME, 2008},
publisher={{ThaiBME/IEEJ}},
year={2008},
pages={},
address={Bangkok},
month={November},
date={10--11},
doi={10.1108/ISBME.2008},
url={http://blue40.crsc.kmitl.ac.th/isbme2008/about_isbme2008.php},
}

2007

A. Hajjam, H. Behnam, and M. Kh. Hazrati,
Comparison of a proposed time domain model with the cosine modeling of blood flow ultrasound signal in a cardiac cycle, Ultrasound , vol. 15, no. 4, pp. 241-254, 2007.
DOI:10.1179/174313407X215309
File:
Bibtex: BibTeX
@article{11012007,
author = {A. Hajjam and H. Behnam and M. Kh. Hazrati},
title = {Comparison of a proposed time domain model with the cosine modeling of blood flow ultrasound signal in a cardiac cycle},
booktitle = {{Proceedings of the 39th Annual Scientific Meeting of the British Medical Ultrasound Society, 11th--13th December 2007, Harrogate, UK}},
journal = {Ultrasound},
volume = {15},
number = {4},
pages = {241-254},
doi = {10.1179/174313407X215309},
year = {2007},
URL = {http://ult.rsmjournals.com},
eprint = {http://ult.rsmjournals.com/cgi/reprint/15/4/241.pdf}
}