Mirza F. Beg

Affiliations: 
Simon Fraser University, Burnaby, British Columbia, Canada 
Area:
Biomedical Engineering, Epidemiology, Pathology, Radiology
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"Mirza Beg"

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Pradeep Reddy Raamana grad student 2008-2014 Simon Fraser (Neurotree)
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Publications

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Taylor A, Zhang F, Niu X, et al. (2022) Investigating the temporal pattern of neuroimaging-based brain age estimation as a biomarker for Alzheimer's Disease related neurodegeneration. Neuroimage. 119621
Ma D, Lu D, Popuri K, et al. (2020) Differential Diagnosis of Frontotemporal Dementia, Alzheimer's Disease, and Normal Aging Using a Multi-Scale Multi-Type Feature Generative Adversarial Deep Neural Network on Structural Magnetic Resonance Images. Frontiers in Neuroscience. 14: 853
Heisler M, Bhalla M, Lo J, et al. (2020) Semi-supervised deep learning based 3D analysis of the peripapillary region. Biomedical Optics Express. 11: 3843-3856
Dabiri S, Popuri K, Ma C, et al. (2020) Deep learning method for localization and segmentation of abdominal CT. Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society. 85: 101776
Lee S, Jiang K, McIlmoyle B, et al. (2020) Amyloid Beta Immunoreactivity in the Retinal Ganglion Cell Layer of the Alzheimer's Eye. Frontiers in Neuroscience. 14: 758
Sidiqi A, Wahl D, Lee S, et al. (2020) Retinal Fluorescence Imaging With Curcumin in an Alzheimer Mouse Model. Frontiers in Neuroscience. 14: 713
Popuri K, Ma D, Wang L, et al. (2020) Using machine learning to quantify structural MRI neurodegeneration patterns of Alzheimer's disease into dementia score: Independent validation on 8,834 images from ADNI, AIBL, OASIS, and MIRIAD databases. Human Brain Mapping. e25115
Yee E, Popuri K, Beg MF, et al. (2019) Quantifying brain metabolism from FDG-PET images into a probability of Alzheimer's dementia score. Human Brain Mapping
Choi J, Lu D, Beg MF, et al. (2019) The Contribution Plot: Decomposition and Graphical Display of the RV Coefficient, with Application to Genetic and Brain Imaging Biomarkers of Alzheimer's Disease. Human Heredity. 1-14
Lu D, Heisler M, Lee S, et al. (2019) Deep-learning based multiclass retinal fluid segmentation and detection in optical coherence tomography images using a fully convolutional neural network. Medical Image Analysis. 54: 100-110
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