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Center for the Prevention and Treatment of Visual Loss

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Dr. Garvin

 

 
 

 

Mona Garvin, Ph.D.

Investigator, Center for the Prevention and Treatment of Visual Loss

Phone: (319) 335-5950

E-mail: mona-garvin@uiowa.edu

601 HWY 6 West (151)

Iowa City, IA 52246-2208

Education

BS, Computer Science, University of Iowa

BSE, Biomedical Engineering, University of Iowa

MS, Biomedical Engineering, University of Iowa

PhD, Biomedical Engineering, University of Iowa

Highlighted Publications

 J.-K. Wang, E. F. Linton, B. A. Johnson, M. J. Kupersmith, M. K. Garvin*, and R. H. Kardon*, “Visualization of optic nerve structural patterns in papilledema using deep learning variational autoencoders,” Trans. Vis. Sci. Technol., vol. 13, no. 1, pp. 13.1-13.13, Jan. 2024. *Joint senior authors

Mann, A. Hedberg-Buenz, M. G. Anderson, and M. K. Garvin, “Utilizing meta pseudo labels for semantic segmentation of targeted optic nerve features,” In: B. Antony et al. (eds) Ophthalmic Medical Image Analysis. OMIA 2023.Lecture Notes in Computer Science, vol 14096, Springer Nature Switzerland, pp. 72-81, 2023. (Peer reviewed based on full paper submission.) Note: best oral paper award.

Deng, A. Hedberg-Buenz, D. A. Soukup, S. Taghizadeh, K. Wang, M. G. Anderson, and M. K.Garvin, “AxonDeep: Automated optic nerve axon segmentation in mice with deep learning,” Transl. Vis. Sci. Technol., vol. 10, no. 14, pp. 20.1-20.17, Dec. 2021.

 

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