Mehrdad J. Gangeh

Publication Activity (10 Years)

Years Active: 2004-2021
Publications (10 Years): 16

Top Venues

CoRR

ISBI

IEEE Trans. Medical Imaging

Medical Imaging: Image Processing

University of Waterloo, Ontario, Canada (PHD)

Education History

University of Waterloo, Ontario, Canada

PHD

Publications

Mehrdad J. Gangeh, Marcin Plata, Hamid R. Motahari Nezhad, Nigel P. Duffy
End-to-End Unsupervised Document Image Blind Denoising. ICCV (2021)
Mehrdad J. Gangeh, Marcin Plata, Hamid Motahari, Nigel P. Duffy
End-to-End Unsupervised Document Image Blind Denoising. CoRR (2021)
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)
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) (2017)
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)
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 (2017)
Mehrdad J. Gangeh, Safaa M. A. Bedawi, Ali Ghodsi, Fakhri Karray
Semi-supervised Dictionary Learning Based on Hilbert-Schmidt Independence Criterion. ICIAR (2016)
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)
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) (2016)
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 (2016)
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)
Mehrdad J. Gangeh, Safaa M. A. Bedawi, Ali Ghodsi, Fakhri Karray
Semi-supervised Dictionary Learning Based on Hilbert-Schmidt Independence Criterion. CoRR (2016)
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) (2016)
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)
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)
Mehrdad J. Gangeh, Ahmed K. Farahat, Ali Ghodsi, Mohamed S. Kamel
Supervised Dictionary Learning and Sparse Representation-A Review. CoRR (2015)
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)
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) (2014)
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) (2014)
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)
Michael Diu, Mehrdad J. Gangeh, Mohamed S. Kamel
Unsupervised Visual Changepoint Detection Using Maximum Mean Discrepancy. ICIAR (2013)
Mehrdad J. Gangeh, Ali Ghodsi, Mohamed S. Kamel
Kernelized Supervised Dictionary Learning. IEEE Trans. Signal Process. 61 (19) (2013)
Mehrdad J. Gangeh, Ali Ghodsi, Mohamed S. Kamel
Supervised Texture Classification Using a Novel Compression-Based Similarity Measure. ICCVG (2012)
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 (2012)
Hossein Parsaei, Mehrdad J. Gangeh, Daniel W. Stashuk, Mohamed S. Kamel
Augmenting the decomposition of EMG signals using supervised feature extraction techniques. EMBC (2012)
Mehrdad J. Gangeh, Ali Ghodsi, Mohamed S. Kamel
Dictionary Learning in Texture Classification. ICIAR (1) (2011)
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)
Mehrdad J. Gangeh, Amir H. Shabani, Mohamed S. Kamel
Nonlinear Scale Space Theory in Texture Classification Using Multiple Classifier Systems. ICIAR (1) (2010)
Mehrdad J. Gangeh, Mohamed S. Kamel, Robert P. W. Duin
Random Subspace Method in Text Categorization. ICPR (2010)
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)
N. F. Ishak, Mehrdad J. Gangeh, Rajasvaran Logeswaran
Comparison of Denoising Techniques Applied on Low-Field MR Brain Images. CGIV (2008)
Mehrdad J. Gangeh, Bart M. ter Haar Romeny, C. Eswaran
Scale-Space Texture Classification Using Combined Classifiers. SCIA (2007)
Mehrdad J. Gangeh, Michel Bister, Madasu Hanmandlu
Multiresolution eigenimages for texture classification. ICASSP (5) (2004)

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Publication Activity (10 Years)

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Mehrdad J. Gangeh