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ORCIDMehrdad J. Gangeh
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2020 – today
- 2021
[c21]Mehrdad J. Gangeh, Marcin Plata, Hamid R. Motahari Nezhad, Nigel P. Duffy:
End-to-End Unsupervised Document Image Blind Denoising. ICCV 2021: 7868-7877- [i6]Mehrdad J. Gangeh, Marcin Plata, Hamid Motahari, Nigel P. Duffy:
End-to-End Unsupervised Document Image Blind Denoising. CoRR abs/2105.09437 (2021)
2010 – 2019
- 2018
- [c20]Rene Bidart, Mehrdad J. Gangeh, Mohammad Peikari, Sherine Salama, Sharon Nofech-Mozes, Anne L. Martel
, Ali Ghodsi:
Localization and classification of cell nuclei in post-neoadjuvant breast cancer surgical specimen using fully convolutional networks. Medical Imaging: Digital Pathology 2018: 105810O - 2017
- [j6]Mehrdad J. Gangeh, Hadi Zarkoob, Ali Ghodsi:
Fast and Scalable Feature Selection for Gene Expression Data Using Hilbert-Schmidt Independence Criterion. IEEE ACM Trans. Comput. Biol. Bioinform. 14(1): 167-181 (2017) - [c19]Mehrdad J. Gangeh, Hamid R. Tizhoosh, Kan Wu, Dun Huang, Hadi Tadayyon, Gregory J. Czarnota:
Tumour ellipsification in ultrasound images for treatment prediction in breast cancer. BHI 2017: 41-44 - [i5]Mehrdad J. Gangeh, Hamid R. Tizhoosh, Kan Wu, Dun Huang, Hadi Tadayyon, Gregory J. Czarnota:
Tumour Ellipsification in Ultrasound Images for Treatment Prediction in Breast Cancer. CoRR abs/1701.03779 (2017) - 2016
- [j5]Mohammad Peikari, Mehrdad J. Gangeh, Judit T. Zubovits, Gina M. Clarke, Anne L. Martel:
Triaging Diagnostically Relevant Regions from Pathology Whole Slides of Breast Cancer: A Texture Based Approach. IEEE Trans. Medical Imaging 35(1): 307-315 (2016) - [j4]Mehrdad J. Gangeh, Hadi Tadayyon, Lakshmanan Sannachi, Ali Sadeghi-Naini, William T. Tran, Gregory J. Czarnota:
Computer Aided Theragnosis Using Quantitative Ultrasound Spectroscopy and Maximum Mean Discrepancy in Locally Advanced Breast Cancer. IEEE Trans. Medical Imaging 35(3): 778-790 (2016) - [c18]Mehrdad J. Gangeh, Safaa M. A. Bedawi, Ali Ghodsi, Fakhri Karray:
Semi-supervised Dictionary Learning Based on Hilbert-Schmidt Independence Criterion. ICIAR 2016: 12-19 - [c17]Hamid R. Tizhoosh, Mehrdad J. Gangeh, Hadi Tadayyon, Gregory J. Czarnota:
Tumour ROI estimation in ultrasound images via radon barcodes in patients with locally advanced breast cancer. ISBI 2016: 1185-1189 - [c16]Mehrdad J. Gangeh, Brandon Fung, Hadi Tadayyon, William T. Tran, Gregory J. Czarnota:
Response monitoring using quantitative ultrasound methods and supervised dictionary learning in locally advanced breast cancer. Medical Imaging: Image Processing 2016: 978413 - [i4]Hamid R. Tizhoosh, Mehrdad J. Gangeh, Hadi Tadayyon, Gregory J. Czarnota:
Tumour ROI Estimation in Ultrasound Images via Radon Barcodes in Patients with Locally Advanced Breast Cancer. CoRR abs/1602.02586 (2016) - [i3]Mehrdad J. Gangeh, Safaa M. A. Bedawi, Ali Ghodsi, Fakhri Karray:
Semi-supervised Dictionary Learning Based on Hilbert-Schmidt Independence Criterion. CoRR abs/1604.07319 (2016) - 2015
- [c15]Mehrdad J. Gangeh, Hadi Tadayyon, Lakshmanan Sannachi, Ali Sadeghi-Naini, Gregory J. Czarnota:
Quantitative ultrasound spectroscopy and a kernel-based metric in clinical cancer response monitoring. ISBI 2015: 255-259 - [c14]Mehrdad J. Gangeh, Ahmed El Kaffas, Amr Hashim, Anoja Giles, Gregory J. Czarnota:
Advanced machine learning and textural methods in monitoring cell death using quantitative ultrasound spectroscopy. ISBI 2015: 646-650 - [i2]Mehrdad J. Gangeh, Ahmed K. Farahat, Ali Ghodsi, Mohamed S. Kamel:
Supervised Dictionary Learning and Sparse Representation-A Review. CoRR abs/1502.05928 (2015) - 2014
- [j3]Mehrdad J. Gangeh, Pouria Fewzee, Ali Ghodsi, Mohamed S. Kamel, Fakhri Karray:
Multiview Supervised Dictionary Learning in Speech Emotion Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 22(6): 1056-1068 (2014) - [j2]Mehrdad J. Gangeh, Ali Sadeghi-Naini, Michael Diu, Hadi Tadayyon, Mohamed S. Kamel, Gregory J. Czarnota:
Categorizing Extent of Tumor Cell Death Response to Cancer Therapy Using Quantitative Ultrasound Spectroscopy and Maximum Mean Discrepancy. IEEE Trans. Medical Imaging 33(6): 1390-1400 (2014) - [c13]Mehrdad J. Gangeh, Amr Hashim, Anoja Giles, Gregory J. Czarnota:
Cancer therapy prognosis using quantitative ultrasound spectroscopy and a kernel-based metric. Medical Imaging: Image Processing 2014: 903406 - 2013
- [b1]Mehrdad J. Gangeh:
Kernelized Supervised Dictionary Learning. University of Waterloo, Ontario, Canada, 2013 - [j1]Mehrdad J. Gangeh, Ali Ghodsi, Mohamed S. Kamel:
Kernelized Supervised Dictionary Learning. IEEE Trans. Signal Process. 61(19): 4753-4767 (2013) - [c12]Michael Diu, Mehrdad J. Gangeh, Mohamed S. Kamel:
Unsupervised Visual Changepoint Detection Using Maximum Mean Discrepancy. ICIAR 2013: 336-345 - [c11]Mehrdad J. Gangeh, Ali Sadeghi-Naini, Mohamed S. Kamel, Gregory J. Czarnota:
Assessment of cancer therapy effects using texton-based characterization of quantitative ultrasound parametric images. ISBI 2013: 1372-1375 - 2012
- [c10]Hossein Parsaei, Mehrdad J. Gangeh, Daniel W. Stashuk, Mohamed S. Kamel:
Augmenting the decomposition of EMG signals using supervised feature extraction techniques. EMBC 2012: 2615-2618 - [c9]Mehrdad J. Gangeh, Ali Ghodsi, Mohamed S. Kamel:
Supervised Texture Classification Using a Novel Compression-Based Similarity Measure. ICCVG 2012: 379-386 - [i1]Mehrdad J. Gangeh, Robert P. W. Duin, Bart M. ter Haar Romeny, Mohamed S. Kamel:
A Two-Stage Combined Classifier in Scale Space Texture Classification. CoRR abs/1207.4089 (2012) - 2011
- [c8]Mehrdad J. Gangeh, Ali Ghodsi, Mohamed S. Kamel:
Dictionary Learning in Texture Classification. ICIAR (1) 2011: 335-343 - 2010
- [c7]Mehrdad J. Gangeh, Amir Hossein Shabani, Mohamed S. Kamel:
Nonlinear Scale Space Theory in Texture Classification Using Multiple Classifier Systems. ICIAR (1) 2010: 147-156 - [c6]Mehrdad J. Gangeh, Mohamed S. Kamel, Robert P. W. Duin:
Random Subspace Method in Text Categorization. ICPR 2010: 2049-2052 - [c5]Mehrdad J. Gangeh, Lauge Sørensen, Saher B. Shaker, Mohamed S. Kamel, Marleen de Bruijne:
Multiple Classifier Systems in Texton-Based Approach for the Classification of CT Images of Lung. MCV 2010: 153-163 - [c4]Mehrdad J. Gangeh, Lauge Sørensen, Saher B. Shaker, Mohamed S. Kamel, Marleen de Bruijne, Marco Loog:
A Texton-Based Approach for the Classification of Lung Parenchyma in CT Images. MICCAI (3) 2010: 595-602
2000 – 2009
- 2008
- [c3]N. F. Ishak, Mehrdad J. Gangeh, Rajasvaran Logeswaran:
Comparison of Denoising Techniques Applied on Low-Field MR Brain Images. CGIV 2008: 345-349 - 2007
- [c2]Mehrdad J. Gangeh, Bart M. ter Haar Romeny, Chikkannan Eswaran:
Scale-Space Texture Classification Using Combined Classifiers. SCIA 2007: 324-333 - 2004
- [c1]Mehrdad J. Gangeh, Michel Bister, Madasu Hanmandlu:
Multiresolution eigenimages for texture classification. ICASSP (5) 2004: 829-832
Coauthor Index
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