Akbarimajd, Adel, Nicolas Hoertel, Mohammad Arafat Hussain, Ali Asghar Neshat, Mahmoud Marhamati, Mahdi Bakhtoor, and Mohammad Momeny. 2022. “Learning-to-Augment Incorporated Noise-Robust Deep CNN for Detection of COVID-19 in Noisy X-Ray Images”. Journal of Computational Science 63: 101763.
Publications
2022
2021
Hussain, Mohammad Arafat, Ghassan Hamarneh, and Rafeef Garbi. 2021. “Cascaded Localization Regression Neural Nets for Kidney Localization and Segmentation-Free Volume Estimation”. IEEE TMI.
Akbarimajd, Adel, Ali Asghar Neshat, Mohammad Arafat Hussain, and Mohammad Momeny. 2021. “Detection of Covid-19 in Noisy X-Ray Images Using Learning-to-Augment Incorporated Noise-Robust Deep Cnn”. Available at SSRN 3979334.
Momeny, Mohammad, Ali Asghar Neshat, Mohammad Arafat Hussain, Solmaz Kia, Mahmoud Marhamati, Ahmad Jahanbakhshi, and Ghassan Hamarneh. 2021. “Learning-to-Augment Strategy Using Noisy and Denoised Data: Improving Generalizability of Deep CNN for the Detection of COVID-19 in X-Ray Images”. Computers in Biology and Medicine 136: 104704.
Hussain, Mohammad Arafat, Ghassan Hamarneh, and Rafeef Garbi. 2021. “Learnable Image Histograms-Based Deep Radiomics for Renal Cell Carcinoma Grading and Staging”. Computerized Medical Imaging and Graphics 90: 101924.
Hussain, Mohammad Arafat, Ghassan Hamarneh, and Rafeef Garbi. 2021. “Cascaded Regression Neural Nets for Kidney Localization and Segmentation-Free Volume Estimation”. IEEE Transactions on Medical Imaging 40 (6): 1555-67.
2020
Hussain, Mohammad Arafat. 2020. “Volumetric Image-Based Supervised Learning Approaches for Kidney Cancer Detection and Analysis.”
2019
Suk, Heung-Il, Mingxia Liu, Pingkun Yan, and Chunfeng Lian. 2019. Machine Learning in Medical Imaging: 10th International Workshop, MLMI 2019, Held in Conjunction With MICCAI 2019, Shenzhen, China, October 13, 2019, Proceedings. Vol. 11861. Springer Nature.
2017
Hussain, Mohammad Arafat, Antony J Hodgson, and Rafeef Abugharbieh. 2017. “Strain-Initialized Robust Bone Surface Detection in 3-D Ultrasound”. Ultrasound in Medicine & Biology 43 (3): 648-61.
2016
Wang, Li, Ehsan Adeli, Qian Wang, Yinghuan Shi, and Heung-Il Suk. 2016. Machine Learning in Medical Imaging: 7th International Workshop, MLMI 2016, Held in Conjunction With MICCAI 2016, Athens, Greece, October 17, 2016, Proceedings. Vol. 10019. Springer.