| 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 | 138 | 2010 |
| 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 | 87 | 2015 |
| Kernelized Supervised Dictionary Learning MJ Gangeh, A Ghodsi, MS Kamel IEEE Trans. on Signal Processing 61 (19), 4753 - 4767, 2013 | 87 | 2013 |
| Supervised dictionary learning and sparse representation-a review MJ Gangeh, AK Farahat, A Ghodsi, MS Kamel arXiv preprint arXiv:1502.05928, 2015 | 74 | 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 | 63 | 2014 |
| 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 | 59 | 2020 |
| 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 | 55 | 2017 |
| 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 | 53 | 2020 |
| 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 | 53 | 2016 |
| 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 | 48 | 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 | 47 | 2018 |
| 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 | 44 | 2015 |
| 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 | 41 | 2018 |
| 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 | 41 | 2017 |
| 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 | 40 | 2019 |
| 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 | 26 | 2014 |
| Dictionary learning in texture classification MJ Gangeh, A Ghodsi, MS Kamel Image Analysis and Recognition: 8th International Conference, ICIAR 2011 …, 2011 | 26 | 2011 |
| 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 | 24 | 2013 |
| 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 | 23 | 2015 |
| Random subspace method in text categorization MJ Gangeh, MS Kamel, RPW Duin 2010 20th International Conference on Pattern Recognition, 2049-2052, 2010 | 23 | 2010 |
Ali Sadeghi-NainiAssociate Professor, Department of Electrical Engineering and Computer Science, York University在 yorku.ca 的电子邮件经过验证
