An Automated Approach for Kidney Segmentation in Three-Dimensional Ultrasound Images M Marsousi, K Plataniotis, S Stergiopoulos IEEE Journal of Biomedical and Health Informatics, 2016 | 38 | 2016 |
An adaptive approach to learn overcomplete dictionaries with efficient numbers of elements M Marsousi, K Abhari, P Babyn, J Alirezaie IEEE Transactions on Signal Processing 62 (12), 3272-3283, 2014 | 37 | 2014 |
Endocardial boundary extraction in left ventricular echocardiographic images using fast and adaptive B-spline snake algorithm M Marsousi, A Eftekhari, A Kocharian, J Alirezaie International journal of computer assisted radiology and surgery 5, 501-513, 2010 | 36 | 2010 |
Shape-based kidney detection and segmentation in three-dimensional abdominal ultrasound images M Marsousi, KN Plataniotis, S Stergiopoulos 2014 36th Annual International Conference of the IEEE Engineering in …, 2014 | 35 | 2014 |
Classification based on sparse representation and Euclidian distance A Julazadeh, M Marsousi, J Alirezaie 2012 Visual Communications and Image Processing, 1-5, 2012 | 15 | 2012 |
Segmenting echocardiography images using B-Spline snake and active ellipse model M Marsousi, J Alirezaie, A Ahmadian, A Kocharian 2010 Annual International Conference of the IEEE Engineering in Medicine and …, 2010 | 12 | 2010 |
Computer-Assisted 3D Ultrasound Probe Placement for Emergency Healthcare Applications M Marsousi, K Plataniotis, S Stergiopoulos IEEE Transactions on Industrial Informatics, 2016 | 10 | 2016 |
MULTI-STAGE OMP sparse coding using local matching pursuit atoms selection M Marsousi, K Abhari, P Babyn, J Alirezaie 2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013 | 9 | 2013 |
Computed Tomography image denoising utilizing an efficient sparse coding algorithm K Abhari, M Marsousi, J Alirezaie, P Babyn 2012 11th International Conference on Information Science, Signal Processing …, 2012 | 9 | 2012 |
Atlas-based segmentation of abdominal organs in 3D ultrasound, and its application in automated kidney segmentation M Marsousi, KN Plataniotis, S Stergiopoulos 2015 37th Annual International Conference of the IEEE Engineering in …, 2015 | 8 | 2015 |
Kidney detection in 3-D ultrasound imagery via shape-to-volume registration based on spatially aligned neural network M Marsousi, KN Plataniotis, S Stergiopoulos IEEE journal of biomedical and health informatics 23 (1), 227-242, 2018 | 7 | 2018 |
Dictionary learning for short-term prediction of solar PV production P Shamsi, M Marsousi, H Xie, W Fries, C Shaffer 2015 IEEE Power & Energy Society General Meeting, 1-5, 2015 | 7 | 2015 |
Computer Aided Diagnosis for Detecting Abdominal Bleeding with 3D Ultrasound Imaging S Stergiopoulos, P Shek, K Plataniotis, M Marsousi, HMTQIRO Canada, ... US Patent US 2015/0201907 A1, 2015 | 7 | 2015 |
Medical image denoising using low pass filtering in sparse domain K Abhari, M Marsousi, P Babyn, J Alirezaie 2012 Annual International Conference of the IEEE Engineering in Medicine and …, 2012 | 7 | 2012 |
Object contour extraction in medical images by fast adaptive B-Snake M Marsousi, A Eftekhari, J Alirezaie 2008 30th Annual International Conference of the IEEE Engineering in …, 2008 | 7 | 2008 |
A flexible approach for simulating physiological signals M Marsousi, J Alirezaie, K Umapathy Physiological Measurement 34 (6), 695, 2013 | 6 | 2013 |
Active ellipse model and automatic chamber detection in apical views of echocardiography images M Marsousi, A Ahmadian, A Kocharian, J Alirezaie Ultrasound in medicine & biology 37 (12), 2055-2065, 2011 | 5 | 2011 |
Fast and automatic LV mass calculation from echocardiographic images via B-spline snake model and markov random fields M Marsousi, A Eftekhari, J Alirezaie, A Kocharian, E Sharifahmadian 2009 Annual International Conference of the IEEE Engineering in Medicine and …, 2009 | 5 | 2009 |
A multi-steps segmentation approach for 3D ultrasound images using the combination of 3D-Snake and Level-Set M Marsousi, K Plataniotis, S Stergiopoulos 2013 18th International Conference on Digital Signal Processing (DSP), 1-4, 2013 | 3 | 2013 |
Variable Length K-SVD: A New Dictionary Learning Approach and Multi-Stage OMP Method for Sparse Representation M Marsousi Toronto Metropolitan University, 2012 | 3 | 2012 |