Mohammad Arafat Hussain
Mohammad Arafat Hussain
BCH, Harvard Medical School
Verified email at childrens.harvard.edu - Homepage
Title
Cited by
Cited by
Year
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
212012
Segmentation-free kidney localization and volume estimation using aggregated orthogonal decision CNNs
MA Hussain, A Amir-Khalili, G Hamarneh, R Abugharbieh
International Conference on Medical Image Computing and Computer-Assisted …, 2017
162017
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
122010
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
102017
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
102013
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
102012
Robust bone detection in ultrasound using combined strain imaging and envelope signal power detection
MA Hussain, A Hodgson, R Abugharbieh
International conference on medical image computing and computer-assisted …, 2014
92014
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
82014
Noninvasive determination of gene mutations in clear cell renal cell carcinoma using multiple instance decisions aggregated CNN
MA Hussain, G Hamarneh, R Garbi
International Conference on Medical Image Computing and Computer-Assisted …, 2018
62018
Segmentation-free estimation of kidney volumes in CT with dual regression forests
MA Hussain, G Hamarneh, TW O’Connell, MF Mohammed, ...
International Workshop on Machine Learning in Medical Imaging, 156-163, 2016
62016
ImHistNet: Learnable image histogram based DNN with application to noninvasive determination of carcinoma grades in CT scans
MA Hussain, G Hamarneh, R Garbi
International Conference on Medical Image Computing and Computer-Assisted …, 2019
52019
Renal cell carcinoma staging with learnable image histogram-based deep neural network
MA Hussain, G Hamarneh, R Garbi
International Workshop on Machine Learning in Medical Imaging, 533-540, 2019
52019
Collage CNN for renal cell carcinoma detection from CT
MA Hussain, A Amir-Khalili, G Hamarneh, R Abugharbieh
International Workshop on Machine Learning in Medical Imaging, 229-237, 2017
52017
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
12021
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
12021
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
2021
Volumetric image-based supervised learning approaches for kidney cancer detection and analysis
MA Hussain
University of British Columbia, 2020
2020
Kidney Cancer Detection and Analysis from CT Using Deep Learning
MA Hussain, G Hamarneh, R Garbi
2nd Annual SBME Symposium, 1, 2019
2019
Towards real-time 3D geometric nonlinear diffusion filter and its application to CT and MR imaging
MA Hussain, RM Shourov, SN Khan
2015 18th International Conference on Computer and Information Technology …, 2015
2015
Compressively sensed ultrasound radio-frequency data reconstruction using the combined curvelets and wave atoms basis
MA Hussain, RM Shourov
2015 International Conference on Electrical & Electronic Engineering (ICEEE …, 2015
2015
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Articles 1–20