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Kohyarnejadfard, I., Aloise, D., Dagenais, M., & Shakeri, M. (2021). A Framework for Detecting System Performance Anomalies Using Tracing Data Analysis. Entropy, 23(8), 1011 (24 pages). External link
Nemati, H., Azhari, S. V., Shakeri, M., & Dagenais, M. (2021). Host-Based Virtual Machine Workload Characterization Using Hypervisor Trace Mining. ACM Transactions on Modeling and Performance Evaluation of Computing Systems, 6(1), 25 pages. External link
Drozdzal, M., Chartrand, G., Vorontsov, E., Shakeri, M., Di Jorio, L., Tang, A., Romero, A., Bengio, Y., Pal, C. J., & Kadoury, S. (2018). Learning normalized inputs for iterative estimation in medical image segmentation. Medical Image Analysis, 44, 13 pages. External link
Shakeri, M., Datta, A. N., Malfait, D., Oser, N., Létourneau-Guillon, L., Major, P., Srour, M., Tucholka, A., Kadoury, S., & Lippé, S. (2017). Sub-cortical brain morphometry and its relationship with cognition in rolandic epilepsy. Epilepsy Research, 138(Supplement), 39-45. External link
Shakeri, M., Lombaert, H., Datta, A. N., Oser, N., Létourneau-Guillon, L., Lapointe, L. V., Martin, F., Malfait, D., Tucholka, A., Lippé, S., & Kadoury, S. (2016). Statistical shape analysis of subcortical structures using spectral matching. Computerized Medical Imaging and Graphics, 52, 58-71. External link
Kohyarnejadfard, I., Shakeri, M., & Aloise, D. (2019, April). System performance anomaly detection using tracing data analysis [Paper]. 5th International Conference on Computer and Technology Applications (ICCTA 2019), Istanbul, Turkey. External link
Shakeri, M., Nahle, I., Finley, E., & Kadoury, S. (2018, April). Inter-vertebral disk modelling from pairs of segmented vertebral models using trainable pre-processing networks [Paper]. 15th IEEE International Symposium on Biomedical Imaging (ISBI 2018), Washington, D.C.. External link
Shakeri, M., Lombaert, H., Tripathi, S., & Kadoury, S. (2016, October). Deep spectral-based shape features for Alzheimers disease classification [Paper]. 1st International Workshop on Spectral and Shape Analysis in Medical Imaging (SeSAMI 2016), Athens, Greece. External link
Shakeri, M., Ferrante, E., Tsogkas, S., Lippé, S., Kadoury, S., Kokkinos, I., & Paragios, N. (2016, October). Prior-based coregistration and cosegmentation [Paper]. 19th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2016), Athens, Greece. External link
Shakeri, M., Lombaert, H., & Kadoury, S. (2015, July). Classification of Alzheimer's Disease Using Discriminant Manifolds of Hippocampus Shapes [Paper]. 1st International Workshop on Machine Learning Meets Medical Imaging (MLMMI 2015), Lille, France. External link
Shakeri, M., Lombaert, H., Lippé, S., & Kadoury, S. (2014, February). Groupwise shape analysis of the hippocampus using spectral matching [Paper]. SPIE Medical Imaging, San Diego, California, United States. External link
Shakeri, M. (2016). Analysis of Sub-Cortical Morphology in Benign Epilepsy with Centrotemporal Spikes [Ph.D. thesis, École Polytechnique de Montréal]. Available
