| Learning-to-augment strategy using noisy and denoised data: Improving generalizability of deep CNN for the detection of COVID-19 in X-ray images M Momeny, AA Neshat, MA Hussain, S Kia, M Marhamati, ... Computers in Biology and Medicine 136, 104704, 2021 | 30 | 2021 |
| Segmentation-free kidney localization and volume estimation using aggregated orthogonal decision CNNs MA Hussain, A Amir-Khalili, G Hamarneh, R Abugharbieh Medical Image Computing and Computer Assisted Intervention− MICCAI 2017 …, 2017 | 26 | 2017 |
| Direct and gradient-based average strain estimation by using weighted nearest neighbor cross-correlation peaks MA Hussain, EMA Anas, SK Alam, SY Lee, MK Hasan IEEE transactions on ultrasonics, ferroelectrics, and frequency control 59 …, 2012 | 25 | 2012 |
| Cascaded regression neural nets for kidney localization and segmentation-free volume estimation MA Hussain, G Hamarneh, R Garbi IEEE Transactions on Medical Imaging 40 (6), 1555-1567, 2021 | 18 | 2021 |
| Can artificial intelligence detect monkeypox from digital skin images? MA Hussain, T Islam, FUH Chowdhury, BMR Islam BioRxiv, 2022.08. 08.503193, 2022 | 17 | 2022 |
| Non-linear down-sampling and signal reconstruction, without folding HMD Kabir, SB Alam, MI Azam, MA Hussain, ABMR Sazzad, MN Sakib, ... 2010 Fourth UKSim European Symposium on Computer Modeling and Simulation …, 2010 | 15 | 2010 |
| Segmentation-free estimation of kidney volumes in CT with dual regression forests MA Hussain, G Hamarneh, TW O’Connell, MF Mohammed, ... Machine Learning in Medical Imaging: 7th International Workshop, MLMI 2016 …, 2016 | 14 | 2016 |
| Noninvasive determination of gene mutations in clear cell renal cell carcinoma using multiple instance decisions aggregated CNN MA Hussain, G Hamarneh, R Garbi Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018 | 12 | 2018 |
| Strain-initialized robust bone surface detection in 3-D ultrasound MA Hussain, AJ Hodgson, R Abugharbieh Ultrasound in Medicine & Biology 43 (3), 648-661, 2017 | 12 | 2017 |
| Learning-to-augment incorporated noise-robust deep CNN for detection of COVID-19 in noisy X-ray images A Akbarimajd, N Hoertel, MA Hussain, AA Neshat, M Marhamati, ... Journal of Computational Science 63, 101763, 2022 | 11 | 2022 |
| Learnable image histograms-based deep radiomics for renal cell carcinoma grading and staging MA Hussain, G Hamarneh, R Garbi Computerized Medical Imaging and Graphics 90, 101924, 2021 | 11 | 2021 |
| ImHistNet: Learnable image histogram based DNN with application to noninvasive determination of carcinoma grades in CT scans MA Hussain, G Hamarneh, R Garbi Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019 | 11 | 2019 |
| Using nearest neighbors for accurate estimation of ultrasonic attenuation in the spectral domain MK Hasan, MA Hussain, SR Ara, SY Lee, SK Alam IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control 60 …, 2013 | 11 | 2013 |
| Robust bone detection in ultrasound using combined strain imaging and envelope signal power detection MA Hussain, A Hodgson, R Abugharbieh Medical Image Computing and Computer-Assisted Intervention–MICCAI 2014: 17th …, 2014 | 10 | 2014 |
| Robust strain-estimation algorithm using combined radiofrequency and envelope cross-correlation with diffusion filtering MA Hussain, SK Alam, SY Lee, MK Hasan Ultrasonic imaging 34 (2), 93-109, 2012 | 10 | 2012 |
| Renal cell carcinoma staging with learnable image histogram-based deep neural network MA Hussain, G Hamarneh, R Garbi Machine Learning in Medical Imaging: 10th International Workshop, MLMI 2019 …, 2019 | 9 | 2019 |
| Lesion edge preserved direct average strain estimation for ultrasound elasticity imaging MA Hussain, F Alam, SA Rupa, R Awwal, SY Lee, MK Hasan Ultrasonics 54 (1), 137-146, 2014 | 8 | 2014 |
| Collage CNN for renal cell carcinoma detection from CT MA Hussain, A Amir-Khalili, G Hamarneh, R Abugharbieh Machine Learning in Medical Imaging: 8th International Workshop, MLMI 2017 …, 2017 | 7 | 2017 |
| A web-scraped skin image database of monkeypox, chickenpox, smallpox, cowpox, and measles T Islam, MA Hussain, FUH Chowdhury, BM Riazul Islam bioRxiv, 2022.08. 01.502199, 2022 | 6 | 2022 |
| Active deep learning from a noisy teacher for semi-supervised 3D image segmentation: Application to COVID-19 pneumonia infection in CT MA Hussain, Z Mirikharaji, M Momeny, M Marhamati, AA Neshat, R Garbi, ... Computerized Medical Imaging and Graphics 102, 102127, 2022 | 3 | 2022 |
Ghassan HamarnehComputing Science, Simon Fraser UniversityVerified email at sfu.ca
