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Mirza F. Beg - Publications

Affiliations: 
Simon Fraser University, Burnaby, British Columbia, Canada 
Area:
Biomedical Engineering, Epidemiology, Pathology, Radiology
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63 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2022 Taylor A, Zhang F, Niu X, Heywood A, Stocks J, Feng G, Popuri K, Beg MF, Wang L. Investigating the temporal pattern of neuroimaging-based brain age estimation as a biomarker for Alzheimer's Disease related neurodegeneration. Neuroimage. 119621. PMID 36089183 DOI: 10.1016/j.neuroimage.2022.119621  0.31
2020 Ma D, Lu D, Popuri K, Wang L, Beg MF. 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. PMID 33192235 DOI: 10.3389/fnins.2020.00853  0.342
2020 Heisler M, Bhalla M, Lo J, Mammo Z, Lee S, Ju MJ, Beg MF, Sarunic MV. Semi-supervised deep learning based 3D analysis of the peripapillary region. Biomedical Optics Express. 11: 3843-3856. PMID 33014570 DOI: 10.1364/Boe.392648  0.315
2020 Dabiri S, Popuri K, Ma C, Chow V, Feliciano EMC, Caan BJ, Baracos VE, Beg MF. 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. PMID 32862015 DOI: 10.1016/J.Compmedimag.2020.101776  0.309
2020 Lee S, Jiang K, McIlmoyle B, To E, Xu QA, Hirsch-Reinshagen V, Mackenzie IR, Hsiung GR, Eadie BD, Sarunic MV, Beg MF, Cui JZ, Matsubara JA. Amyloid Beta Immunoreactivity in the Retinal Ganglion Cell Layer of the Alzheimer's Eye. Frontiers in Neuroscience. 14: 758. PMID 32848548 DOI: 10.3389/Fnins.2020.00758  0.394
2020 Sidiqi A, Wahl D, Lee S, Ma D, To E, Cui J, To E, Beg MF, Sarunic M, Matsubara JA. Retinal Fluorescence Imaging With Curcumin in an Alzheimer Mouse Model. Frontiers in Neuroscience. 14: 713. PMID 32719582 DOI: 10.3389/Fnins.2020.00713  0.34
2020 Popuri K, Ma D, Wang L, Beg MF. 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. PMID 32614505 DOI: 10.1002/Hbm.25115  0.465
2019 Yee E, Popuri K, Beg MF. Quantifying brain metabolism from FDG-PET images into a probability of Alzheimer's dementia score. Human Brain Mapping. PMID 31507022 DOI: 10.1002/Hbm.24783  0.427
2019 Choi J, Lu D, Beg MF, Graham J, McNeney B. 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. PMID 31430752 DOI: 10.1159/000501334  0.406
2019 Lu D, Heisler M, Lee S, Ding GW, Navajas E, Sarunic MV, Beg MF. 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. PMID 30856455 DOI: 10.1016/J.Media.2019.02.011  0.346
2019 Bogunovic H, Venhuizen F, Klimscha S, Apostolopoulos S, Bab-Hadiashar A, Bagci U, Beg MF, Bekalo L, Chen Q, Ciller C, Gopinath K, Gostar AK, Jeon K, Ji Z, Kang SH, et al. RETOUCH -The Retinal OCT Fluid Detection and Segmentation Benchmark and Challenge. Ieee Transactions On Medical Imaging. PMID 30835214 DOI: 10.1109/Tmi.2019.2901398  0.3
2019 Zhang FZ, Niu X, Heywood A, Stocks J, Beg MF, Wang L. P4-597: Using Multi-State Markov Transition Models And Multilevel Models To Identify Biomarkers Of Ad Using Adni Fdg-Pet Data Alzheimers & Dementia. 15. DOI: 10.1016/J.Jalz.2019.08.145  0.304
2019 Sangha O, Popuri K, Stocks J, Wang L, Beg MF. P4-596: LONGITUDINAL SEX DIFFERENCES IN GRAY MATTER ATROPHY FOR ALZHEIMER'S DISEASE Alzheimer's & Dementia. 15: P1553-P1553. DOI: 10.1016/J.Jalz.2019.08.144  0.385
2019 Bae J, Stocks J, Heywood A, Jung Y, Karteek P, Beg MF, Wang L. P4-588: End-To-End 3D-Convolutional Neural Network For Predicting Conversion From Mild Cognitive Impairment To Alzheimer'S Dementia Alzheimers & Dementia. 15. DOI: 10.1016/J.Jalz.2019.08.136  0.373
2019 Lee H, Wiggermann V, Rauscher A, Kames C, Beg MF, Jacova C, Sossi V, Benavente OR, Pettersen JA, Hsiung GR. Ic-P-083: Correlation Of Quantitative Susceptibility Mapping And Cognitive Dysfunction In Mixed Alzheimer'S And Vascular Dementia Alzheimers & Dementia. 15. DOI: 10.1016/J.Jalz.2019.06.2781  0.368
2019 Stocks J, Bae J, Sangha O, Popuri K, Beg MF, Wang L. P2-356: SEX DIFFERENCES IN THE RELATIONSHIP BETWEEN CORTICAL NEURODEGENERATION AND FDG-PET HYPOMETABOLISM IN AD AND PROGRESSIVE-MCI Alzheimer's & Dementia. 15: P734-P735. DOI: 10.1016/J.Jalz.2019.06.2763  0.354
2018 Heisler M, Ju MJ, Bhalla M, Schuck N, Athwal A, Navajas EV, Beg MF, Sarunic MV. Automated identification of cone photoreceptors in adaptive optics optical coherence tomography images using transfer learning. Biomedical Optics Express. 9: 5353-5367. PMID 30460133 DOI: 10.1364/Boe.9.005353  0.319
2018 Ma D, Popuri K, Bhalla M, Sangha O, Lu D, Cao J, Jacova C, Wang L, Beg MF. Quantitative assessment of field strength, total intracranial volume, sex, and age effects on the goodness of harmonization for volumetric analysis on the ADNI database. Human Brain Mapping. PMID 30431208 DOI: 10.1002/Hbm.24463  0.325
2018 Popuri K, Balachandar R, Alpert K, Lu D, Bhalla M, Mackenzie IR, Hsiung RG, Wang L, Beg MF. Development and validation of a novel dementia of Alzheimer's type (DAT) score based on metabolism FDG-PET imaging. Neuroimage. Clinical. 18: 802-813. PMID 29876266 DOI: 10.1016/J.Nicl.2018.03.007  0.39
2018 Lu D, Popuri K, Ding GW, Balachandar R, Beg MF. Multimodal and Multiscale Deep Neural Networks for the Early Diagnosis of Alzheimer's Disease using structural MR and FDG-PET images. Scientific Reports. 8: 5697. PMID 29632364 DOI: 10.1038/S41598-018-22871-Z  0.472
2018 Lu D, Popuri K, Ding GW, Balachandar R, Beg MF. Multiscale deep neural network based analysis of FDG-PET images for the early diagnosis of Alzheimer's disease. Medical Image Analysis. 46: 26-34. PMID 29502031 DOI: 10.1016/J.Media.2018.02.002  0.439
2018 Ukalovic K, Cao S, Lee S, Tang Q, Beg MF, Sarunic MV, Hsiung GR, Mackenzie IR, Hirsch-Reinshagen V, Cui JZ, Matsubara JA. Drusen in the Peripheral Retina of the Alzheimer's Eye. Current Alzheimer Research. PMID 29359670 DOI: 10.2174/1567205015666180123122637  0.402
2017 Szefer E, Lu D, Nathoo F, Beg MF, Graham J. Multivariate association between single-nucleotide polymorphisms in Alzgene linkage regions and structural changes in the brain: discovery, refinement and validation. Statistical Applications in Genetics and Molecular Biology. PMID 29091582 DOI: 10.1515/Sagmb-2016-0077  0.345
2017 Lee S, Heisler ML, Popuri K, Charon N, Charlier B, Trouvé A, Mackenzie PJ, Sarunic MV, Beg MF. Age and Glaucoma-Related Characteristics in Retinal Nerve Fiber Layer and Choroid: Localized Morphometrics and Visualization Using Functional Shapes Registration. Frontiers in Neuroscience. 11: 381. PMID 28747871 DOI: 10.3389/Fnins.2017.00381  0.315
2017 Heisler M, Lee S, Mammo Z, Jian Y, Ju M, Merkur A, Navajas E, Balaratnasingam C, Beg MF, Sarunic MV. Strip-based registration of serially acquired optical coherence tomography angiography. Journal of Biomedical Optics. 22: 36007. PMID 28265647 DOI: 10.1117/1.Jbo.22.3.036007  0.306
2017 Heisler M, Lee S, Mammo Z, Jian Y, Ju MJ, Miao D, Raposo E, Wahl DJ, Merkur A, Navajas E, Balaratnasingam C, Beg MF, Sarunic MV. GPU accelerated optical coherence tomography angiography using strip-based registration (Conference Presentation) Proceedings of Spie. 10053: 1005306. DOI: 10.1117/12.2253588  0.323
2016 Lee S, Charon N, Charlier B, Popuri K, Lebed E, Sarunic MV, Trouvé A, Beg MF. Atlas-based shape analysis and classification of retinal optical coherence tomography images using the functional shape (fshape) framework. Medical Image Analysis. 35: 570-581. PMID 27689896 DOI: 10.1016/J.Media.2016.08.012  0.328
2016 Prentašic P, Heisler M, Mammo Z, Lee S, Merkur A, Navajas E, Beg MF, Šarunic M, Loncaric S. Segmentation of the foveal microvasculature using deep learning networks. Journal of Biomedical Optics. 21: 75008. PMID 27401936 DOI: 10.1117/1.Jbo.21.7.075008  0.334
2016 Garg A, Grunau RE, Popuri K, Miller S, Bjornson B, Poskitt KJ, Beg MF. Surface displacement based shape analysis of central brain structures in preterm-born children Progress in Biomedical Optics and Imaging - Proceedings of Spie. 9788. DOI: 10.1117/12.2216914  0.321
2015 Christensen A, Alpert K, Rogalski E, Cobia D, Rao J, Beg MF, Weintraub S, Mesulam MM, Wang L. Hippocampal subfield surface deformity in non-semantic primary progressive aphasia. Alzheimer's & Dementia : Diagnosis, Assessment & Disease Monitoring. 1: 14-23. PMID 25893207 DOI: 10.1016/J.Dadm.2014.11.013  0.358
2015 Garg A, Appel-Cresswell S, Popuri K, McKeown MJ, Beg MF. Morphological alterations in the caudate, putamen, pallidum, and thalamus in Parkinson's disease. Frontiers in Neuroscience. 9: 101. PMID 25873854 DOI: 10.3389/Fnins.2015.00101  0.311
2015 Ming J, Harms MP, Morris JC, Beg MF, Wang L. Integrated cortical structural marker for Alzheimer's disease. Neurobiology of Aging. 36: S53-9. PMID 25444604 DOI: 10.1016/J.Neurobiolaging.2014.03.042  0.304
2015 Raamana PR, Weiner MW, Wang L, Beg MF. Thickness network features for prognostic applications in dementia. Neurobiology of Aging. 36: S91-S102. PMID 25444603 DOI: 10.1016/J.Neurobiolaging.2014.05.040  0.751
2015 Lee S, Lebed E, Sarunic MV, Beg MF. Exact surface registration of retinal surfaces from 3-D optical coherence tomography images. Ieee Transactions On Bio-Medical Engineering. 62: 609-17. PMID 25312906 DOI: 10.1109/Tbme.2014.2361778  0.325
2015 Khan AR, Wang L, Beg MF. Unified voxel- and tensor-based morphometry (UVTBM) using registration confidence. Neurobiology of Aging. 36: S60-8. PMID 25264347 DOI: 10.1016/J.Neurobiolaging.2014.04.036  0.386
2015 Raamana PR, Alpert KI, Popuri K, Wang L, Beg MF. O3-09-04: Network-level analysis of PET metabolic features for detection of Alzheimer's disease Alzheimer's & Dementia. 11: P238-P239. DOI: 10.1016/J.Jalz.2015.07.288  0.711
2014 Garg A, Wong D, Popuri K, Poskitt KJ, Fitzpatrick K, Bjornson B, Grunau RE, Beg MF. Manually segmented template library for 8-year-old pediatric brain MRI data with 16 subcortical structures. Journal of Medical Imaging (Bellingham, Wash.). 1: 034502. PMID 26158067 DOI: 10.1117/1.Jmi.1.3.034502  0.324
2014 Raamana PR, Wen W, Kochan NA, Brodaty H, Sachdev PS, Wang L, Beg MF. Novel ThickNet features for the discrimination of amnestic MCI subtypes. Neuroimage. Clinical. 6: 284-95. PMID 25379441 DOI: 10.1016/J.Nicl.2014.09.005  0.734
2014 Raamana PR, Wen W, Kochan NA, Brodaty H, Sachdev PS, Wang L, Beg MF. The Sub-Classification of Amnestic Mild Cognitive Impairment Using MRI-Based Cortical Thickness Measures. Frontiers in Neurology. 5: 76. PMID 24904520 DOI: 10.3389/Fneur.2014.00076  0.733
2014 Raamana PR, Rosen H, Miller B, Weiner MW, Wang L, Beg MF. Three-Class Differential Diagnosis among Alzheimer Disease, Frontotemporal Dementia, and Controls. Frontiers in Neurology. 5: 71. PMID 24860545 DOI: 10.3389/Fneur.2014.00071  0.745
2014 Raamana PR, Wang L, Beg MF. P3-238: DISSIMILARITY BASED EXTRACTION OF COVARIANCE LINKED NETWORK (DECLINE) FEATURES FOR EARLY DETECTION OF AD Alzheimer's & Dementia. 10: P718-P719. DOI: 10.1016/j.jalz.2014.05.1329  0.711
2014 Ramana PR, Wang L, Beg MF. IC-P-073: DISSIMILARITY BASED EXTRACTION OF COVARIANCE LINKED NETWORK (DECLINE) FEATURES FOR EARLY DETECTION OF AD Alzheimer's & Dementia. 10: P40-P42. DOI: 10.1016/J.Jalz.2014.05.078  0.39
2013 Lee S, Fallah N, Forooghian F, Ko A, Pakzad-Vaezi K, Merkur AB, Kirker AW, Albiani DA, Young M, Sarunic MV, Beg MF. Comparative analysis of repeatability of manual and automated choroidal thickness measurements in nonneovascular age-related macular degeneration. Investigative Ophthalmology & Visual Science. 54: 2864-71. PMID 23538060 DOI: 10.1167/Iovs.12-11521  0.309
2013 Lebed E, Jacova C, Wang L, Beg MF. Novel surface-smoothing based local gyrification index. Ieee Transactions On Medical Imaging. 32: 660-9. PMID 23212343 DOI: 10.1109/Tmi.2012.2230640  0.394
2013 Khan AR, Wang L, Beg MF. Multistructure large deformation diffeomorphic brain registration. Ieee Transactions On Bio-Medical Engineering. 60: 544-53. PMID 23204272 DOI: 10.1109/Tbme.2012.2230262  0.314
2013 Beg MF, Raamana PR, Barbieri S, Wang L. Comparison of four shape features for detecting hippocampal shape changes in early Alzheimer's Statistical Methods in Medical Research. 22: 439-462. PMID 22653846 DOI: 10.1177/0962280212448975  0.72
2013 Raamana P, Wen W, Kochan N, Brodaty H, Sachdev P, Wang L, Beg MF. P2-155: The subclassification of amnestic MCI using MRI-based cortical thickness measures Alzheimer's & Dementia. 9: P402-P404. DOI: 10.1016/j.jalz.2013.05.800  0.702
2013 Alpert K, Wang L, Tosun D, Wu M, Beg MF, Weiner M. IC-P-111: Relationship between cortical thinning and cortical FDG hypometabolism in individuals with progressive MCI and Alzheimer's disease Alzheimer's & Dementia. 9: P65-P67. DOI: 10.1016/J.Jalz.2013.05.108  0.393
2013 Raamana P, Wen W, Kochan N, Brodaty H, Sachdev P, Wang L, Beg MF. IC-P-097: The subclassifcation of amnestic MCI using MRI-based cortical thickness measures Alzheimer's & Dementia. 9: P55-P56. DOI: 10.1016/J.Jalz.2013.05.094  0.704
2013 Raamana PR, Wang L, Beg MF. Thickness NETwork (ThickNet) features for the detection of prodromal AD Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8184: 114-122. DOI: 10.1007/978-3-319-02267-3_15  0.721
2012 Wang L, Fagan AM, Shah AR, Beg MF, Csernansky JG, Morris JC, Holtzman DM. Cerebrospinal fluid proteins predict longitudinal hippocampal degeneration in early-stage dementia of the Alzheimer type. Alzheimer Disease and Associated Disorders. 26: 314-21. PMID 22156755 DOI: 10.1097/Wad.0B013E31823C0Cf4  0.401
2012 Ceyhan E, Beg MF, CeritoÄŸlu C, Wang L, Morris JC, Csernansky JG, Miller MI, Ratnanather JT. Metric distances between hippocampal shapes indicate different rates of change over time in nondemented and demented subjects. Current Alzheimer Research. 9: 972-81. PMID 21875412 DOI: 10.2174/156720512803251138  0.37
2012 Cui Y, Wen W, Lipnicki DM, Beg MF, Jin JS, Luo S, Zhu W, Kochan NA, Reppermund S, Zhuang L, Raamana PR, Liu T, Trollor JN, Wang L, Brodaty H, et al. Automated detection of amnestic mild cognitive impairment in community-dwelling elderly adults: a combined spatial atrophy and white matter alteration approach. Neuroimage. 59: 1209-17. PMID 21864688 DOI: 10.1016/J.Neuroimage.2011.08.013  0.741
2012 Raamana P, Wang L, Rosen H, Miller B, Weiner M, Beg MF. P1-160: Differential diagnosis among Alzheimer's disease, frontotemporal disease and healthy aging: Comparative study using subcortical features Alzheimer's & Dementia. 8: P163-P164. DOI: 10.1016/J.Jalz.2012.05.438  0.727
2012 Lebed E, Trouvé A, Beg MF. P1-147: Cortical thickness analysis in Alzheimer's onset Alzheimer's & Dementia. 8: P157-P158. DOI: 10.1016/J.Jalz.2012.05.424  0.389
2011 Ceyhan E, Beg MF, Ceritoglu C, Wang L, Morris JC, Csernansky JG, Miller MI, Ratnanather JT. Quantization and analysis of hippocampal morphometric changes due to dementia of Alzheimer type using metric distances based on large deformation diffeomorphic metric mapping. Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society. 35: 275-93. PMID 21345652 DOI: 10.1016/J.Compmedimag.2011.01.005  0.36
2011 Chen J, Khan AR, McKeown MJ, Beg MF. Momentum-based morphometric analysis with application to Parkinson's disease Progress in Biomedical Optics and Imaging - Proceedings of Spie. 7964. DOI: 10.1117/12.877840  0.339
2011 Ming J, Harms M, Colvin M, Beg MF, Morris J, Csernansky J, Wang L. IC-P-077: Integrated high-dimensional cortical structural marker for very mild Alzheimer's disease Alzheimer's & Dementia. 7: S39-S40. DOI: 10.1016/J.Jalz.2011.05.143  0.37
2011 Csernansky J, Wang L, Mehta N, Karagodin I, Beg MF, Morris J, Galvin J. P2-193: Treatment effects on hippocampal degeneration in dementia of the Alzheimer type Alzheimer's & Dementia. 7: S374-S375. DOI: 10.1016/J.Jalz.2011.05.1078  0.34
2010 Sarunic MV, Yazdanpanah A, Gibson E, Xu J, Bai Y, Lee S, Saragovi HU, Beg MF. Longitudinal study of retinal degeneration in a rat using spectral domain optical coherence tomography. Optics Express. 18: 23435-41. PMID 21164686 DOI: 10.1364/Oe.18.023435  0.311
2009 Beg MF, Wong S, Khan AR, Cheung T, Virji-Babul N, Herdman A. External landmark and head-shape-based functional data normalization. Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society. 33: 501-9. PMID 19477619 DOI: 10.1016/J.Compmedimag.2009.04.008  0.322
2009 Chen J, Palmer SJ, Khan AR, McKeown MJ, Beg MF. Freesurfer-initialized large deformation diffeomorphic metric mapping with application to Parkinson's disease Progress in Biomedical Optics and Imaging - Proceedings of Spie. 7259. DOI: 10.1117/12.810854  0.363
2008 Khan AR, Wang L, Beg MF. FreeSurfer-initiated fully-automated subcortical brain segmentation in MRI using Large Deformation Diffeomorphic Metric Mapping. Neuroimage. 41: 735-46. PMID 18455931 DOI: 10.1016/J.Neuroimage.2008.03.024  0.35
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