Mr. Mahdi M. Kalayeh Profile

Mahdi M. Kalayeh

Visiting Researcher at EE dept. of Tehran Poly. at Illinois Institute of Technology

SPIE Involvement:

Author

Area of Expertise:

Machine Learning , Pattern Recognition , Medical Image Analysis , Computer Vision

Publications (2)

Proceedings Article | 3 March 2011 Paper

Channelized relevance vector machine as a numerical observer for cardiac perfusion defect detection task

Mahdi Kalayeh, Thibault Marin, P. Hendrik Pretorius, Miles Wernick, Yongyi Yang, Jovan Brankov

Proceedings Volume 7966, 79660E (2011) https://doi.org/10.1117/12.878176

KEYWORDS: Defect detection, Diagnostics, Data modeling, Image quality, Feature extraction, Single photon emission computed tomography, Medical imaging, Performance modeling, Machine learning, Bandpass filters

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Proceedings Article | 3 March 2011 Paper

Numerical observer for cardiac motion assessment using machine learning

Thibault Marin, Mahdi Kalayeh, P. Pretorius, Miles Wernick, Yongyi Yang, Jovan Brankov

Proceedings Volume 7966, 79660G (2011) https://doi.org/10.1117/12.878186

KEYWORDS: Motion estimation, Image filtering, Image quality, Single photon emission computed tomography, Feature extraction, Motion models, Diagnostics, Optical filters, Machine learning, Medical imaging

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