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Mengyu Wang, Ph.D.

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University of PittsburghPhD2014Structural Engineering and Mechanics
The NIH Pathway to Independence Award (K99/R00)

I am Co-Director of the Harvard Ophthalmology AI Lab.

Currently, I am hiring a postdoctoral fellow to work in the Harvard Ophthalmology AI Lab. The postdoctoral fellow will develop statistical and machine learning models to improve the diagnosis and prognosis of common eye diseases. Please check the link for more information: https://ophai.hms.harvard.edu/news/postdoctoral-opening-in-machine-learning-modeling-for-eye-diseases-in-2021-winter/

Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Faculty can login to make corrections and additions.
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PMC Citations indicate the number of times the publication was cited by articles in PubMed Central, and the Altmetric score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.) Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication. Translation tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.
  1. Xu C, Saini C, Wang M, Devlin J, Wang H, Greenstein SH, Brauner SC, Shen LQ. Combined Model of OCT Angiography and Structural OCT Parameters to Predict Paracentral Visual Field Loss in Primary Open-Angle Glaucoma. Ophthalmol Glaucoma. 2022 Oct 14. PMID: 36252920.
    Citations:    Fields:    
  2. Zeng R, Vingopoulos F, Wang M, Bannerman A, Wescott HE, Baldwin G, Katz R, Koch T, Elze T, Kim LA, Vavvas DG, Husain D, Miller JB. Structure-function association between contrast sensitivity and retinal thickness (total, regional, and individual retinal layer) in patients with idiopathic epiretinal membrane. Graefes Arch Clin Exp Ophthalmol. 2022 Sep 23. PMID: 36149494.
    Citations:    Fields:    
  3. Kang JH, Wang M, Frueh L, Rosner B, Wiggs JL, Elze T, Pasquale LR. Cohort Study of Race/Ethnicity and Incident Primary Open-Angle Glaucoma Characterized by Autonomously Determined Visual Field Loss Patterns. Transl Vis Sci Technol. 2022 07 08; 11(7):21. PMID: 35877093; PMCID: PMC9339699.
    Citations:    Fields:    Translation:Humans
  4. Huang X, Saki F, Wang M, Elze T, Boland MV, Pasquale LR, Johnson CA, Yousefi S. An Objective and Easy-to-Use Glaucoma Functional Severity Staging System Based on Artificial Intelligence. J Glaucoma. 2022 08 01; 31(8):626-633. PMID: 35658070; PMCID: PMC9378471.
    Citations:    Fields:    
  5. Halawa OA, Jin Q, Pasquale LR, Kang JH, Lorch AC, Sobrin L, Miller JW, Li Y, Eslami M, Wang M, Zebardast N, Elze T. Race and Ethnicity Differences in Disease Severity and Visual Field Progression Among Glaucoma Patients. Am J Ophthalmol. 2022 10; 242:69-76. PMID: 35654121; PMCID: PMC9842097.
    Citations:    Fields:    
  6. Saini C, Shen LQ, Pasquale LR, Boland MV, Friedman DS, Zebardast N, Fazli M, Li Y, Eslami M, Elze T, Wang M. Assessing Surface Shapes of the Optic Nerve Head and Peripapillary Retinal Nerve Fiber Layer in Glaucoma with Artificial Intelligence. Ophthalmol Sci. 2022 Sep; 2(3):100161. PMID: 36245761.
    Citations: 1     
  7. Dohlman TH, McSoley M, Amparo F, Carreno-Galeano T, Wang M, Dastjerdi M, Singh RB, Coco G, Di Zazzo A, Shikari H, Saboo U, Sippel K, Ciralsky J, Yoo SH, Sticca M, Wakamatsu TH, Murthy S, Hamrah P, Jurkunas U, Ciolino JB, Gomes JAP, Perez VL, Yin J, Dana R. Bevacizumab in High-Risk Corneal Transplantation: A Pilot Multicenter Prospective Randomized Control Trial. Ophthalmology. 2022 08; 129(8):865-879. PMID: 35358592.
    Citations:    Fields:    Translation:Humans
  8. Girbardt J, Luck T, Kynast J, Rodriguez FS, Wicklein B, Wirkner K, Engel C, Girbardt C, Wang M, Polyakova M, Witte AV, Loeffler M, Villringer A, Riedel-Heller SG, Schroeter ML, Elze T, Rauscher FG. Reading cognition from the eyes: association of retinal nerve fibre layer thickness with cognitive performance in a population-based study. Brain Commun. 2021; 3(4):fcab258. PMID: 35350710; PMCID: PMC8936429.
  9. Rauscher FG, Wang M, Francke M, Wirkner K, Tönjes A, Engel C, Thiery J, Stenvinkel P, Stumvoll M, Loeffler M, Elze T, Ebert T. Renal function and lipid metabolism are major predictors of circumpapillary retinal nerve fiber layer thickness-the LIFE-Adult Study. BMC Med. 2021 09 07; 19(1):202. PMID: 34488766; PMCID: PMC8422631.
    Citations: 1     Fields:    Translation:HumansCells
  10. Huang X, Sun J, Majoor J, Vermeer KA, Lemij H, Elze T, Wang M, Boland MV, Pasquale LR, Mohammadzadeh V, Nouri-Mahdavi K, Johnson C, Yousefi S. Estimating the Severity of Visual Field Damage From Retinal Nerve Fiber Layer Thickness Measurements With Artificial Intelligence. Transl Vis Sci Technol. 2021 08 02; 10(9):16. PMID: 34398225.
    Citations:    Fields:    Translation:Cells
  11. Choi EY, Wong RCS, Thein T, Pasquale LR, Shen LQ, Wang M, Li D, Jin Q, Wang H, Baniasadi N, Boland MV, Yousefi S, Wellik SR, De Moraes CG, Myers JS, Bex PJ, Elze T. The Effect of Ametropia on Glaucomatous Visual Field Loss. J Clin Med. 2021 Jun 25; 10(13). PMID: 34202033; PMCID: PMC8268842.
    Citations: 2     
  12. Shoji MK, Cousins CC, Saini C, Nascimento E Silva R, Wang M, Brauner SC, Greenstein SH, Pasquale LR, Shen LQ. Paired Optic Nerve Microvasculature and Nailfold Capillary Measurements in Primary Open-Angle Glaucoma. Transl Vis Sci Technol. 2021 06 01; 10(7):13. PMID: 34110389.
    Citations:    Fields:    Translation:Humans
  13. Choi EY, Li D, Fan Y, Pasquale LR, Shen LQ, Boland MV, Ramulu P, Yousefi S, De Moraes CG, Wellik SR, Myers JS, Bex PJ, Elze T, Wang M. Predicting Global Test-Retest Variability of Visual Fields in Glaucoma. Ophthalmol Glaucoma. 2021 Jul-Aug; 4(4):390-399. PMID: 33310194; PMCID: PMC8192590.
    Citations: 1     Fields:    Translation:Humans
  14. Teng B, Li D, Choi EY, Shen LQ, Pasquale LR, Boland MV, Ramulu P, Wellik SR, De Moraes CG, Myers JS, Yousefi S, Nguyen T, Fan Y, Wang H, Bex PJ, Elze T, Wang M. Inter-Eye Association of Visual Field Defects in Glaucoma and Its Clinical Utility. Transl Vis Sci Technol. 2020 11; 9(12):22. PMID: 33244442; PMCID: PMC7683854.
    Citations:    Fields:    Translation:Humans
  15. Chiou CA, Wang M, Taniguchi EV, Nascimento E Silva R, Khoroshilov A, Li D, Wang H, Greenstein SH, Brauner SC, Turalba AV, Pasquale LR, Shen LQ. Characterization of Prelaminar Wedge-Shaped Defects in Primary Open-Angle Glaucoma. Curr Eye Res. 2021 06; 46(6):895-902. PMID: 33054505; PMCID: PMC8767987.
    Citations:    Fields:    Translation:Humans
  16. Nascimento E Silva R, Chiou CA, Wang M, Devlin J, Li D, Lovelace S, Wang H, Greenstein SH, Brauner SC, Shen LQ. Quantification of the Peripapillary Microvasculature in Eyes with Glaucomatous Paracentral Visual Field Loss. Ophthalmol Glaucoma. 2021 May-Jun; 4(3):286-294. PMID: 33075548; PMCID: PMC8771989.
    Citations: 1     Fields:    Translation:HumansCells
  17. Wang M, Shen LQ, Pasquale LR, Wang H, Li D, Choi EY, Yousefi S, Bex PJ, Elze T. An Artificial Intelligence Approach to Assess Spatial Patterns of Retinal Nerve Fiber Layer Thickness Maps in Glaucoma. Transl Vis Sci Technol. 2020 08; 9(9):41. PMID: 32908804.
    Citations: 3     Fields:    Translation:HumansCells
  18. Baniasadi N, Rauscher FG, Li D, Wang M, Choi EY, Wang H, Peschel T, Wirkner K, Kirsten T, Thiery J, Engel C, Loeffler M, Elze T. Norms of Interocular Circumpapillary Retinal Nerve Fiber Layer Thickness Differences at 768 Retinal Locations. Transl Vis Sci Technol. 2020 08; 9(9):23. PMID: 32879779.
    Citations: 1     Fields:    Translation:HumansCells
  19. Sinha S, Singh RB, Dohlman TH, Wang M, Taketani Y, Yin J, Dana R. Prevalence of Persistent Corneal Epithelial Defects in Chronic Ocular Graft-Versus-Host Disease. Am J Ophthalmol. 2020 10; 218:296-303. PMID: 32717268.
    Citations: 3     Fields:    Translation:Humans
  20. Yousefi S, Elze T, Pasquale LR, Saeedi O, Wang M, Shen LQ, Wellik SR, De Moraes CG, Myers JS, Boland MV. Monitoring Glaucomatous Functional Loss Using an Artificial Intelligence-Enabled Dashboard. Ophthalmology. 2020 09; 127(9):1170-1178. PMID: 32317176.
    Citations: 3     Fields:    Translation:Humans
  21. Wang M, Tichelaar J, Pasquale LR, Shen LQ, Boland MV, Wellik SR, De Moraes CG, Myers JS, Ramulu P, Kwon M, Saeedi OJ, Wang H, Baniasadi N, Li D, Bex PJ, Elze T. Characterization of Central Visual Field Loss in End-stage Glaucoma by Unsupervised Artificial Intelligence. JAMA Ophthalmol. 2020 02 01; 138(2):190-198. PMID: 31895454; PMCID: PMC6990977.
    Citations: 8     Fields:    Translation:Humans
  22. Wang M, Shen LQ, Pasquale LR, Boland MV, Wellik SR, De Moraes CG, Myers JS, Nguyen TD, Ritch R, Ramulu P, Wang H, Tichelaar J, Li D, Bex PJ, Elze T. Artificial Intelligence Classification of Central Visual Field Patterns in Glaucoma. Ophthalmology. 2020 06; 127(6):731-738. PMID: 32081491.
    Citations: 7     Fields:    Translation:Humans
  23. Li D, Rauscher FG, Choi EY, Wang M, Baniasadi N, Wirkner K, Kirsten T, Thiery J, Engel C, Loeffler M, Elze T. Sex-Specific Differences in Circumpapillary Retinal Nerve Fiber Layer Thickness. Ophthalmology. 2020 03; 127(3):357-368. PMID: 31732228.
    Citations: 12     Fields:    Translation:HumansCells
  24. Mayro EL, Wang M, Elze T, Pasquale LR. The impact of artificial intelligence in the diagnosis and management of glaucoma. Eye (Lond). 2020 01; 34(1):1-11. PMID: 31541215; PMCID: PMC7002653.
    Citations: 8     Fields:    Translation:HumansAnimals
  25. Nascimento E Silva R, Chiou CA, Wang M, Wang H, Shoji MK, Chou JC, D'Souza EE, Greenstein SH, Brauner SC, Alves MR, Pasquale LR, Shen LQ. Microvasculature of the Optic Nerve Head and Peripapillary Region in Patients With Primary Open-Angle Glaucoma. J Glaucoma. 2019 04; 28(4):281-288. PMID: 30585943; PMCID: PMC6927208.
    Citations: 7     Fields:    Translation:HumansCells
  26. Wang M, Shen LQ, Pasquale LR, Petrakos P, Formica S, Boland MV, Wellik SR, De Moraes CG, Myers JS, Saeedi O, Wang H, Baniasadi N, Li D, Tichelaar J, Bex PJ, Elze T. An Artificial Intelligence Approach to Detect Visual Field Progression in Glaucoma Based on Spatial Pattern Analysis. Invest Ophthalmol Vis Sci. 2019 01 02; 60(1):365-375. PMID: 30682206; PMCID: PMC6348996.
    Citations: 24     Fields:    Translation:Humans
  27. Wang M, Zhang Y, Wu W, Young JA, Hatch KM, Pineda R, Elze T, Wang Y. Predicting Refractive Outcome of Small Incision Lenticule Extraction for Myopia Using Corneal Properties. Transl Vis Sci Technol. 2018 Sep; 7(5):11. PMID: 30271678; PMCID: PMC6159733.
    Citations: 8     Fields:    
  28. Gaier ED, Wang M, Gilbert AL, Rizzo JF, Cestari DM, Miller JB. Quantitative analysis of optical coherence tomographic angiography (OCT-A) in patients with non-arteritic anterior ischemic optic neuropathy (NAION) corresponds to visual function. PLoS One. 2018; 13(6):e0199793. PMID: 29953490.
    Citations: 16     Fields:    Translation:HumansCellsCTClinical Trials
  29. Wang M, Jin Q, Wang H, Baniasadi N, Elze T. Quantifying positional variation of retinal blood vessels in glaucoma. PLoS One. 2018; 13(3):e0193555. PMID: 29543886.
    Citations: 3     Fields:    Translation:Humans
  30. Wang M, Jin Q, Wang H, Li D, Baniasadi N, Elze T. The Interrelationship between Refractive Error, Blood Vessel Anatomy, and Glaucomatous Visual Field Loss. Transl Vis Sci Technol. 2018 Jan; 7(1):4. PMID: 29359110; PMCID: PMC5772833.
    Citations: 8     Fields:    
  31. Elze T, Baniasadi N, Jin Q, Wang H, Wang M. Ametropia, retinal anatomy, and OCT abnormality patterns in glaucoma. 1. Impacts of refractive error and interartery angle. J Biomed Opt. 2017 Dec; 22(12):1-11. PMID: 29247496; PMCID: PMC5730847.
    Citations: 12     Fields:    Translation:Humans
  32. Baniasadi N, Wang M, Wang H, Jin Q, Elze T. Ametropia, retinal anatomy, and OCT abnormality patterns in glaucoma. 2. Impacts of optic nerve head parameters. J Biomed Opt. 2017 Dec; 22(12):1-9. PMID: 29256238.
    Citations: 5     Fields:    Translation:Humans
  33. Wang M, Elze T, Li D, Baniasadi N, Wirkner K, Kirsten T, Thiery J, Loeffler M, Engel C, Rauscher FG. Age, ocular magnification, and circumpapillary retinal nerve fiber layer thickness. J Biomed Opt. 2017 12; 22(12):1-19. PMID: 29275546.
    Citations: 11     Fields:    Translation:Humans
  34. Wang M, Pasquale LR, Shen LQ, Boland MV, Wellik SR, De Moraes CG, Myers JS, Wang H, Baniasadi N, Li D, Silva RNE, Bex PJ, Elze T. Reversal of Glaucoma Hemifield Test Results and Visual Field Features in Glaucoma. Ophthalmology. 2018 03; 125(3):352-360. PMID: 29103791; PMCID: PMC6706864.
    Citations: 18     Fields:    Translation:Humans
  35. Wang M, Shen LQ, Boland MV, Wellik SR, De Moraes CG, Myers JS, Bex PJ, Elze T. Impact of Natural Blind Spot Location on Perimetry. Sci Rep. 2017 07 21; 7(1):6143. PMID: 28733615.
    Citations: 5     Fields:    Translation:Humans
  36. Baniasadi N, Wang M, Wang H, Mahd M, Elze T. Associations between Optic Nerve Head-Related Anatomical Parameters and Refractive Error over the Full Range of Glaucoma Severity. Transl Vis Sci Technol. 2017 Jul; 6(4):9. PMID: 28729947; PMCID: PMC5516570.
    Citations: 12     Fields:    
  37. Wang M, Wang H, Pasquale LR, Baniasadi N, Shen LQ, Bex PJ, Elze T. Relationship Between Central Retinal Vessel Trunk Location and Visual Field Loss in Glaucoma. Am J Ophthalmol. 2017 Apr; 176:53-60. PMID: 28088508; PMCID: PMC5376509.
    Citations: 10     Fields:    Translation:HumansCells
  38. Wang M, Brigham JC. A Generalized Computationally Efficient Inverse Characterization Approach Combining Direct Inversion Solution Initialization with Gradient-Based Optimization. Computational Mechanics. 2016; 59:507–521.
  39. Wang M, Wang M, Grimm LJ, Mazurowski MA . A Computer Vision-Based Algorithm to Predict False Positive Errors in Radiology Trainees when Interpreting Digital Breast Tomosynthesis Cases. Expert Systems with Applications. 2016; 64:490-499.
  40. Wang M, Zhang J, Grimm LJ, Ghate SV, Walsh R, Johnson KS, Lo JY, Mazurowski MA. Predicting False Negative Errors in Digital Breast Tomosynthesis among Radiology Trainees Using a Computer Vision-Based Approach. Expert Systems with Applications. 2016; 56:1-8.
  41. Wang M, Dutta D, Kim K, Brigham JC. A Computationally Efficient Approach for Inverse Material Characterization Combining Gappy POD with Direct Inversion. Computer Methods in Applied Mechanics and Engineering. 2015; 286:373-393.
  42. Wang M, Brigham JC. A Computational Nondestructive Evaluation Algorithm Combining Self-Evolving Parameterization and Multi-Objective Optimization for Quantitative Damage Characterization. Journal of Nondestructive Evaluation. 2014; 33(4):547-561.
  43. Wang M, Brigham JC. Assessment of Multi-Objective Optimization for Nondestructive Evaluation of Damage in Structural Components. Journal of Intelligent Material Systems and Structures. 2014; 25(9):1082–1096.
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Funded by the NIH National Center for Advancing Translational Sciences through its Clinical and Translational Science Awards Program, grant number UL1TR002541.