Mona K. Garvin (maiden name Haeker)

Mona K. Garvin (maiden name Haeker)

University of Iowa

H-index: 40

North America-United States

About Mona K. Garvin (maiden name Haeker)

Mona K. Garvin (maiden name Haeker), With an exceptional h-index of 40 and a recent h-index of 29 (since 2020), a distinguished researcher at University of Iowa, specializes in the field of Ophthalmic image analysis, Graph-based segmentation.

His recent articles reflect a diverse array of research interests and contributions to the field:

Radiation effects on retinal layers revealed by OCT, OCT-A, and perimetry as a function of dose and time from treatment

Visualization of Optic Nerve Structural Patterns in Papilledema Using Deep Learning Variational Autoencoders

Translational Vision Science & Technology

Patterns of Neuronal and Central Visual Field Loss in Optic Neuritis at Outcome Identified by Machine Learning

A Hybrid Deep Learning and Optimal 3D Graph Search Approach Improves Retinal Layer Segmentation in Very Thin Retina

Archetypal analysis of longitudinal visual fields for idiopathic intracranial hypertension patients presenting in a clinic setting

Classifying Papilledema Using Machine Learning–Modernizing Frisén Grading (S12. 001)

AxoNet 2.0: a deep learning-based tool for morphometric analysis of retinal ganglion cell axons

Mona K. Garvin (maiden name Haeker) Information

University

Position

Professor of Electrical and Computer Engineering The

Citations(all)

8376

Citations(since 2020)

3617

Cited By

6464

hIndex(all)

40

hIndex(since 2020)

29

i10Index(all)

84

i10Index(since 2020)

52

Email

University Profile Page

University of Iowa

Google Scholar

View Google Scholar Profile

Mona K. Garvin (maiden name Haeker) Skills & Research Interests

Ophthalmic image analysis

Graph-based segmentation

Top articles of Mona K. Garvin (maiden name Haeker)

Title

Journal

Author(s)

Publication Date

Radiation effects on retinal layers revealed by OCT, OCT-A, and perimetry as a function of dose and time from treatment

Scientific reports

Michelle R Tamplin

Jui-Kai Wang

Elaine M Binkley

Mona K Garvin

Daniel E Hyer

...

2024/2/9

Visualization of Optic Nerve Structural Patterns in Papilledema Using Deep Learning Variational Autoencoders

Translational Vision Science & Technology

Jui-Kai Wang

Edward F Linton

Brett A Johnson

Mark J Kupersmith

Mona K Garvin

...

2024/1/2

Translational Vision Science & Technology

Cornea

Zheng Shao

Xiaona Shan

Lili Jing

Weina Wang

Wenfeng Li

...

2023

Patterns of Neuronal and Central Visual Field Loss in Optic Neuritis at Outcome Identified by Machine Learning

Investigative Ophthalmology & Visual Science

David Szanto

Jui-Kai Wang

Brian Woods

Tobias Elze

Mona K Garvin

...

2023/6/1

A Hybrid Deep Learning and Optimal 3D Graph Search Approach Improves Retinal Layer Segmentation in Very Thin Retina

Investigative Ophthalmology & Visual Science

Jui-Kai Wang

Zhi Chen

Honghai Zhang

Yun Jae Choi

Brett A Johnson

...

2023/6/1

Archetypal analysis of longitudinal visual fields for idiopathic intracranial hypertension patients presenting in a clinic setting

PLOS digital health

Joseph Branco

Tobias Elze

Jui-Kai Wang

Louis R Pasquale

Mona K Garvin

...

2023/5/8

Classifying Papilledema Using Machine Learning–Modernizing Frisén Grading (S12. 001)

Joseph Branco

Juo-Kai Wang

Tobias Elze

Mona Garvin

David Szanto

...

2023/4/25

AxoNet 2.0: a deep learning-based tool for morphometric analysis of retinal ganglion cell axons

Translational vision science & technology

Vidisha Goyal

A Thomas Read

Matthew D Ritch

Bailey G Hannon

Gabriela Sanchez Rodriguez

...

2023/3/1

Utilizing Meta Pseudo Labels for Semantic Segmentation of Targeted Optic Nerve Features

Ashelyn Mann

Adam Hedberg-Buenz

Michael G Anderson

Mona K Garvin

2023/9/16

A superpixel-histogram method to analyze retinal, optic nerve, and choroidal blood flow using laser speckle flowgraphy

Jui-Kai Wang

Michelle R Tamplin

Mona K Garvin

Isabella M Grumbach

Randy H Kardon

2022/4/4

Automated macular OCT retinal surface segmentation in cases of severe glaucoma using deep learning

Hui Xie

Jui-Kai Wang

Randy H Kardon

Mona K Garvin

Xiaodong Wu

2022/4/4

Longitudinal visual field archetypal analysis of optic neuritis treated in a clinical setting

BMJ open ophthalmology

Joseph Branco

Tobias Elze

Jui-Kai Wang

Louis R Pasquale

Mona K Garvin

...

2022/11/1

Biological Correlations and Confounders for Quantification of Retinal Ganglion Cells by Optical Coherence Tomography Based on Studies of Outbred Mice

Translational Vision Sciences & Technology

Adam Hedberg-Buenz

Kacie J. Meyer

Carly J. van der Heide

Wenxiang Deng

Kyungmoo Lee

...

2022

Reduced blood flow by laser speckle flowgraphy after 125I-plaque brachytherapy for uveal melanoma

BMC ophthalmology

Michelle R Tamplin

Jui-Kai Wang

Anthony H Vitale

Ryuya Hashimoto

Mona K Garvin

...

2022/6/28

Quantifying spatial patterns of OCT total retinal thickness (TRT) in papilledema over time using a deep learning variational AutoEncoder

Investigative Ophthalmology & Visual Science

Wang Jui-Kai

Mona K Garvin

Mark J Kupersmith

Randy H Kardon

2022/6/1

Temporal relationship between visual field, retinal and microvascular pathology following 125I-plaque brachytherapy for uveal melanoma

Investigative ophthalmology & visual science

Michelle R Tamplin

Wenxiang Deng

Mona K Garvin

Elaine M Binkley

Daniel E Hyer

...

2021/1/4

Ophthalmic Medical Image Analysis: 8th International Workshop, OMIA 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27, 2021, Proceedings

Yalin Zheng

Yanwu Xu

Tom MacGillivray

Mona K Garvin

Huazhu Fu

2021

Representation and reconstruction of image-based structural patterns of glaucomatous defects using only two latent variables from a variational autoencoder

Jui-Kai Wang

Randy H Kardon

Mona K Garvin

2021

AxonDeep: Automated optic nerve axon segmentation in mice with deep learning

Translational vision science & technology

Wenxiang Deng

Adam Hedberg-Buenz

Dana A Soukup

Sima Taghizadeh

Kai Wang

...

2021/12/1

Utility of spectral-domain optical coherence tomography in differentiating papilledema from pseudopapilledema: a prospective longitudinal study

Journal of neuro-ophthalmology

Imran Jivraj

Cesar A Cruz

Maxwell Pistilli

Anita A Kohli

Grant T Liu

...

2021/12/1

See List of Professors in Mona K. Garvin (maiden name Haeker) University(University of Iowa)