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Mahdi Marsousi
Academic Affiliation:
Multimedia Processing Lab, 
Electrical and Computer Eng. Dept., 
University of Toronto,
Toronto, ON, Canada
Industrial Affiliation:
Research Engineer,
Research and Development Department,
Magna Electronics Inc.,
1 Kenview Blvd, Suite 200,
Brampton, ON, L6T 5E6, Canada
Contact Information:
Academic email:
marsousi@comm.utoronto.ca
Work email: 
mahdi.marsousi@magna.com
Email: marsousi@gmail.com
Cell-phone: (647) 967-1585
Journal Papers:
[1] M. Marsousi, K. Plataniotis, S. Stergiopoulos, “An Automated Kidney Segmentation in Three-Dimensional Ultrasound Images”, IEEE Transaction on Biomedical Engineering, (Under review) Submitted October 2016 URL PDF Code
[2] M. Marsousi, K. Plataniotis, S. Stergiopoulos, “An Automated Kidney Segmentation in Three-Dimensional Ultrasound Images”, IEEE Journal of Biomedical and Health Informatics, June 2016, DOI: 10.1109/JBHI.2016.2580040, URL PDF Code
[3] M. Marsousi, K. Plataniotis, S. Stergiopoulos, “Computer-Assisted 3D Ultrasound Probe Placement for Emergency Healthcare Applications”, IEEE Transaction on Industrial Informatics, vol. 12, no. 4, pp. 1380-1391, 2016, DOI: 10.1109/TII.2016.2569522, URL PDF Code
[4] M. Marsousi, K. Abhari, P. Babyn, and J. Alirezaie, "An Adaptive Approach to Learn Overcomplete Dictionaries with Efficient Numbers of Elements", IEEE Transaction on Signal Processing, vol. 62, no. 12, pp. 3272-3283, 2014, DOI: 10.1109/TSP.2014.2324994, URL PDF Code
[5] M. Marsousi, J. Alirezaie, and K. Umapathy, “A flexible approach for simulating physiological signals”, Physiological Measurement, vol. 34 no. 6, pp. 695-712, 2013, DOI: 10.1088/0967-3334/34/6/695, URL PDF Code
[6] M. Marsousi, A. Ahmadian, A. Kocharian, and J. Alirezaie, “Active ellipse model and automatic chamber detection in apical views of echocardiography images.” Ultrasound in Medicine & Biology, vol. 37, no. 12, 2055, 2011, DOI: 10.1016/j.ultrasmedbio.2011.09.001, URL PDF Code
[7] M. Marsousi, A. Eftekhari, A. Kocharian, and J. Alirezaie, “Endocardial boundary extraction in left ventricular echocardiographic images using fast and adaptive B-spline snake algorithm”, International Journal of Computer Assisted Radiology and Surgery, vol. 5, pp.501-513, 2010, DOI: 10.1007/s11548-010-0404-0, URL PDF Code
US Patents:
[8] P. Shek, K. Plataniotis, S. Stergiopoulos, and M. Marsousi, “Computer-Aided Diagnosis for Detecting Abdominal Bleeding with 3D Ultrasound Imaging”, US-Patent application 14/159,744, assignee: Defence Research and Development Canada, 2014 URL PDF Code
Conference Papers:
[9] M. Marsousi, X. Li, K. Plataniotis, “Shape-Included Label-Consistent Discriminative Dictionary Learning: An Approach To Detect and Segment Multi-Class Objects in Images”, IEEE International Conference on Image Processing (ICIP16), pp. 729-733, 2016, DOI: 10.1109/ICIP.2016.7532453, URL PDF Slides Code
[10] M. Marsousi, K. Plataniotis, and S. Stergiopoulos, “Atlas-based segmentation of abdominal organs in 3D ultrasound, and its application in kidney segmentation”, IEEE International Conference on Engineering in Medicine and Biology Society (EMBC15), pp. 2001-2005, 2015, DOI: 10.1109/EMBC.2015.7318778, URL PDF Slides Code
[11] M. Marsousi and K. Plataniotis, “Binomial Classification Based on DLENE features in Sparse Representation: App. in Kidney Detection in 3D Ultrasound”, IEEE International Conference on Accoustic, Speech and Signal Processing (ICASSP15), pp. 1071-1021, 2015, DOI: 10.1109/ICASSP.2015.7178123, URL PDF Poster Code
[12] P. Shamsi, M. Marsousi, H. Xie, W. Fries, C. Shaffer, “Dictionary learning for short-term prediction of solar PV production”, IEEE Power & Energy Society General Meeting, pp. 1-5, 2015, DOI: 10.1109/PESGM.2015.7285999 URL PDF Poster Code
[13] M. Marsousi, S. Stergiopoulos, and K. Plataniotis, "Shape-Based Kidney Detection and Segmentation in Three-Dimensional Abdominal Ultrasound Images", IEEE International Conference on Engineering in Medicine and Biology Society (EMBC14), pp. 2890-2894, 2014, DOI: 10.1109/EMBC.2014.6944227, URL PDF Slides Code
[14] M. Marsousi, S. Stergiopoulos, K. Plataniotis, “A Multi-Steps Segmentation Approach for 3D Ultrasound Images Using the Combination of 3D-Snake and Level-Set”, IEEE International Conference on Digital Dignal Processing (DSP13), pp. 1-4, 2013, DOI: DOI: 10.1109/ICDSP.2013.6622693 URL PDF Slides Code
[15] M. Marsousi, K. Abhari, J. Alirezaie, and P. Babyn, “Multi-Stage OMP Sparse Coding Using Local Matching Pursuit Atoms Selection”, IEEE International Conference on Accoustic, Speech and Signal Processing (ICASSP13), pp. 1783-1787, 2013, DOI: 10.1109/ICASSP.2013.6637959, URL PDF Poster Code
[16] M. Marsousi, K.Abhari, A. Ahmadian, and J. Alirezaie, “Left Ventricle mass extraction utilizing a multi-step probabilistic approach”, IEEE International Conference on Accoustic, Speech and Signal Processing (ICASSP12), pp. 741-744, 2012, DOI: 10.1109/ICASSP.2012.6287990, URL PDF Poster Code
[17] K. Abhari, M. Marsousi, J. Alirezaie, and P. Babyn, “Medical image denoising using low pass filtering in sparse domain”, IEEE International Conference on Engineering in Medicine and Biology Society (EMBC12), pp. 114-117, 2012, DOI: 10.1109/EMBC.2012.6345884, URL PDF Poster Code
[18] K. Abhari, M. Marsousi, J. Alirezaie, and P. Babyn, “Computed Tomography image denoising utilizing an efficient sparse coding algorithm”, IEEE International Conference on Information Science, Signal Processing and their Applications (ISSPA12), pp. 259-263, 2012, DOI: 10.1109/ISSPA.2012.6310556, URL PDF Poster Code
[19] A. Julazadeh, M. Marsousi, and J. Alirezaie, "Classification based on sparse representation and Euclidean distance", (VCIP12), pp. 1-5, 2012, DOI: 10.1109/VCIP.2012.6410815, URL PDF Poster Code
[20] M. Marsousi, J. Alirezaie, A. Ahmadian, and A. Kocharian, “Segmenting Echocardiography Images using B-Spline Snake and Active Ellipse Model”, IEEE International Conference on Engineering in Medicine and Biology Society (EMBC10), pp. 3125- 3128, 2010, DOI: 10.1109/IEMBS.2010.5626094, URL PDF Poster Code
[21] M. Marsousi, A. Eftekhari, J. Alirezaie, and A. Kocharian, “Fast and Automatic LV Mass Calculation from Echocardiography Images utilizing B-Spline Snake Model and Markov Random Fields”, IEEE International Conference on Engineering in Medicine and Biology Society (EMBC09), pp. 3633 – 3636, 2009, DOI: 10.1109/IEMBS.2009.5333702 URL PDF Poster Code
[22] M. Marsousi, A. Eftekhari, and J. Alirezaie, “Object Countor Extraction in Medical Images by Fast Adaptive B-Spline”, IEEE International Conference on Engineering in Medicine and Biology Society (EMBC08), pp. 3068-3071, 2008, DOI: 10.1109/IEMBS.2008.4649851, URL PDF Poster Code
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