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}
    }