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Mehrdad J. Gangeh
Mehrdad J. Gangeh
Principal Imaging Scientist - II, Roche
Bestätigte E-Mail-Adresse bei roche.com - Startseite
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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
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2010: 13th …, 2010
1382010
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
912015
Kernelized Supervised Dictionary Learning
MJ Gangeh, A Ghodsi, MS Kamel
IEEE Trans. on Signal Processing 61 (19), 4753 - 4767, 2013
872013
Supervised dictionary learning and sparse representation-a review
MJ Gangeh, AK Farahat, A Ghodsi, MS Kamel
arXiv preprint arXiv:1502.05928, 2015
752015
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
642014
Quantitative ultrasound radiomics in predicting response to neoadjuvant chemotherapy in patients with locally advanced breast cancer: results from multi‐institutional study
D DiCenzo, K Quiaoit, K Fatima, D Bhardwaj, L Sannachi, M Gangeh, ...
Cancer medicine 9 (16), 5798-5806, 2020
622020
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 (1), 45733, 2017
582017
Quantitative ultrasound radiomics for therapy response monitoring in patients with locally advanced breast cancer: Multi-institutional study results
K Quiaoit, D DiCenzo, K Fatima, D Bhardwaj, L Sannachi, M Gangeh, ...
PLoS One 15 (7), e0236182, 2020
562020
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
542016
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
502018
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
482017
Tumour vascular shutdown and cell death following ultrasound-microbubble enhanced radiation therapy
A El Kaffas, MJ Gangeh, G Farhat, WT Tran, A Hashim, A Giles, ...
Theranostics 8 (2), 314, 2018
442018
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
442017
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
442015
Breast cancer treatment response monitoring using quantitative ultrasound and texture analysis: Comparative analysis of analytical models
L Sannachi, M Gangeh, H Tadayyon, S Gandhi, FC Wright, E Slodkowska, ...
Translational Oncology 12 (10), 1271-1281, 2019
402019
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
262014
Dictionary learning in texture classification
MJ Gangeh, A Ghodsi, MS Kamel
Image Analysis and Recognition: 8th International Conference, ICIAR 2011 …, 2011
262011
Predictive quantitative ultrasound radiomic markers associated with treatment response in head and neck cancer
WT Tran, H Suraweera, K Quaioit, D Cardenas, KX Leong, I Karam, ...
Future Science OA 6 (1), FSO433, 2020
242020
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
242013
Random subspace method in text categorization
MJ Gangeh, MS Kamel, RPW Duin
2010 20th International Conference on Pattern Recognition, 2049-2052, 2010
242010
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