Mehrdad J. Gangeh
Mehrdad J. Gangeh
Senior AI Scientist, EY Global Technology Innovation
Verified email at - Homepage
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A texton-based approach for the classification of lung parenchyma in CT images
MJ Gangeh, L Sørensen, SB Shaker, MS Kamel, M De Bruijne, M Loog
International conference on medical image computing and computer-assisted …, 2010
Kernelized Supervised Dictionary Learning
MJ Gangeh, A Ghodsi, MS Kamel
IEEE Trans. on Signal Processing 61 (19), 4753 - 4767, 2013
Triaging diagnostically relevant regions from pathology whole slides of breast cancer: A texture based approach
M Peikari, MJ Gangeh, J Zubovits, G Clarke, AL Martel
IEEE transactions on medical imaging 35 (1), 307-315, 2015
Supervised dictionary learning and sparse representation-a review
MJ Gangeh, AK Farahat, A Ghodsi, MS Kamel
arXiv preprint arXiv:1502.05928, 2015
Multiview supervised dictionary learning in speech emotion recognition
MJ Gangeh, P Fewzee, A Ghodsi, MS Kamel, F Karray
IEEE/ACM transactions on audio, speech, and language processing 22 (6), 1056 …, 2014
Quantitative ultrasound assessment of breast tumor response to chemotherapy using a multi-parameter approach
H Tadayyon, L Sannachi, M Gangeh, A Sadeghi-Naini, W Tran, ...
Oncotarget 7 (29), 45094, 2016
Computer aided theragnosis using quantitative ultrasound spectroscopy and maximum mean discrepancy in locally advanced breast cancer
MJ Gangeh, H Tadayyon, L Sannachi, A Sadeghi-Naini, WT Tran, ...
IEEE transactions on medical imaging 35 (3), 778-790, 2015
A priori prediction of neoadjuvant chemotherapy response and survival in breast cancer patients using quantitative ultrasound
H Tadayyon, L Sannachi, MJ Gangeh, C Kim, S Ghandi, M Trudeau, ...
Scientific reports 7, 45733, 2017
Dictionary learning in texture classification
MJ Gangeh, A Ghodsi, MS Kamel
International Conference Image Analysis and Recognition, 335-343, 2011
Categorizing extent of tumor cell death response to cancer therapy using quantitative ultrasound spectroscopy and maximum mean discrepancy
MJ Gangeh, A Sadeghi-Naini, M Diu, H Tadayyon, MS Kamel, ...
IEEE Transactions on Medical Imaging 33 (6), 1390-1400, 2014
Assessment of cancer therapy effects using texton-based characterization of quantitative ultrasound parametric images
MJ Gangeh, A Sadeghi-Naini, MS Kamel, GJ Czarnota
2013 IEEE 10th International Symposium on Biomedical Imaging, 1372-1375, 2013
Random subspace method in text categorization
MJ Gangeh, MS Kamel, RPW Duin
2010 20th International Conference on Pattern Recognition, 2049-2052, 2010
Predicting breast cancer response to neoadjuvant chemotherapy using pretreatment diffuse optical spectroscopic texture analysis
WT Tran, MJ Gangeh, L Sannachi, L Chin, E Watkins, SG Bruni, ...
British journal of cancer 116 (10), 1329-1339, 2017
Fast and scalable feature selection for gene expression data using hilbert-schmidt independence criterion
MJ Gangeh, H Zarkoob, A Ghodsi
IEEE/ACM Transactions on Computational Biology and Bioinformatics 14 (1 …, 2017
Response monitoring of breast cancer patients receiving neoadjuvant chemotherapy using quantitative ultrasound, texture, and molecular features
L Sannachi, M Gangeh, H Tadayyon, A Sadeghi-Naini, S Gandhi, ...
PloS one 13 (1), e0189634, 2018
Quantitative evaluation of cell death response in vitro and in vivo using conventional-frequency ultrasound
A Sadeghi-Naini, S Zhou, MJ Gangeh, Z Jahedmotlagh, O Falou, ...
Oncoscience 2 (8), 716, 2015
Multiple classifier systems in texton-based approach for the classification of CT images of lung
MJ Gangeh, L Sørensen, SB Shaker, MS Kamel, M De Bruijne
International MICCAI Workshop on Medical Computer Vision, 153-163, 2010
Tumour ROI estimation in ultrasound images via radon barcodes in patients with locally advanced breast cancer
HR Tizhoosh, MJ Gangeh, H Tadayyon, GJ Czarnota
2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI), 1185-1189, 2016
Comparison of denoising techniques applied on low-field MR brain images
NF Ishak, MJ Gangeh, R Logeswaran
2008 Fifth International Conference on Computer Graphics, Imaging and …, 2008
Texture classification in pulmonary CT
L Sørensen, MJ Gangeh, SB Shaker, M de Bruijne
Lung Imaging and Computer Aided Diagnosis, 343-367, 2007
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