ARVO 2022 Annual Meeting: presentations
May 1 2022
The ARVO 2022 Annual Meeting was held in Denver on May 1 – 4 in person and on May 11 – 12 virtually. Several abstracts under the guidance of Dr. Tobias Elze, Dr. Mengyu Wang, and Dr. Nazlee Zebardast were accepted as papers or posters. Here is a summary of the presentations and their sessions. Detailed information is available on the virtual meeting site (arvo2022.arvo.org) from May 1 to June 30 (registration is needed). The abstracts will be published in IOVS afterward.
Papers:
| First Author | Presentation Title | Session Title | Date and Time | ||
|---|---|---|---|---|---|
| Yangjiani Li | Thickness of ten retinal layers from macular optical coherence tomography (OCT) volume scans in participants with and without diabetes and their relationship with glucose metabolism | Epidemiology of Diabetic Retinopathy | 8:06 PM – 8:23 PM EDT on Sunday, May 1 | ||
| Nazlee Zebardast | Deep unsupervised discovery of OCT phenotypes enables genome-wide analyses | New Ideas in Glaucoma | 5:00 PM – 5:17 PM EDT on Monday, May 2 | ||
| Connor Ross | Conversion Rates from Non-exudative to Exudative Age-Related Macular Degeneration: An AAO IRIS Registry Analysis | AMD and Anti-VEGF | 5:30 PM – 5:47 PM EDT on Tuesday, May 3 |
Posters:
| First Author | Presentation Title | Session Title | Date and Time | ||
|---|---|---|---|---|---|
| Hui Wang | Relationship between retinal layer thicknesses of the macula and depression | Retina imaging and pupillometry | 2:15 PM – 4:15 PM EDT on Sunday, May 1 | ||
| Rishabh Singh | Do Normative Percentiles of Retinal Nerve Fiber Layer Thickness (RNFLT) Improve Prediction of Glaucomatous Visual Field Loss? | Structure-Function Relationship | 4:45 PM – 6:45 PM EDT on Sunday, May 1 | ||
| Mojtaba Fazli | The Impact of Inflammatory Markers on the Ganglion Cell Complex in Non-Glaucoma Subjects | Glaucoma epidemiology | 2:30 PM – 4:30 PM EDT on Monday, May 2 | ||
| Pingping Zhao | The Impact of Race on the Relationship Between Cup-To-Disc Ratio and Glaucomatous Visual Field Loss | Glaucoma epidemiology | 2:30 PM – 4:30 PM EDT on Monday, May 2 | ||
| Nathan Hall | Demographic Differences of Dry-Eye Disease Between Pediatric and Adult Patients in the IRIS Registry | Dry Eye, Clinical | 2:30 PM – 4:30 PM EDT on Monday, May 2 | ||
| Vishal Sharma | A Deep Autoencoder Model to Denoise Visual Fields in Glaucoma | Data science, machine learning, and AI | 5:00 PM – 7:00 PM EDT on Monday, May 2 | ||
| Saber Kazeminasab | A Python collection of tools for analyzing visual fields | Data science, machine learning, and AI | 5:00 PM – 7:00 PM EDT on Monday, May 2 | ||
| Mohammad Eslami | Evaluation of Deep Learning Visual Field Prediction Models for Clinical Relevance | Data science, machine learning, and AI | 5:00 PM – 7:00 PM EDT on Monday, May 2 | ||
| Qingying Jin | Glaucomatous progressive retinal nerve fiber layer thinning and its association with patient race | Imaging in glaucoma | 12:30 PM – 2:30 PM EDT on Tuesday, May 3 | ||
| Mengyu Wang | Improving Circumpapillary Retinal Nerve Fiber Layer Thickness (RNFLT) Norms with Retinal Anatomy | OCT Clinical Applications | 5:30 PM – 7:30 PM EDT on Tuesday, May 3 |
Dr. Tobias Elze and Dr. Mengyu Wang participated in other works as well:
Papers:
| First Author | Presentation Title | Session Title | Date and Time | ||
|---|---|---|---|---|---|
| Louis Pasquale | Metabolite and lipid biomarkers associated with intraocular pressure and inner retinal morphology: results from the UK Biobank | Data science, machine learning, and AI | 12:30 PM – 12:47 PM EDT on Tuesday, May 3 | ||
| Oana Zeleznik | Plasma metabolomics of primary open-angle glaucoma in three prospective US cohorts and the UK Biobank | Epidemiology of Glaucoma | 12:30 PM – 12:47 PM EDT on Tuesday, May 3 | ||
| Xiaoqin Huang | An objective and easy-to-use glaucoma severity classification system based on artificial intelligence | Data science, machine learning, and AI | 12:47 PM – 1:04 PM EDT on Tuesday, May 3 | ||
| Taibo Li | The Impact of Bilateral Visual Field Patterns on Quality of Life Parameters | Data science, machine learning, and AI | 1:55 PM – 2:12 PM EDT on Tuesday, May 3 | ||
| Akiko Hanyuda | Plant-based low carb diet and other risk factors in relation to incident primary open-angle glaucoma characterized by autonomously determined visual field loss patterns | Epidemiology of Glaucoma | 1:55 PM – 2:12 PM EDT on Tuesday, May 3 | ||
| Archana Nigalye | Association Between Macular Pigment Optical Density values and Optical Coherence Tomography Parameters in Age-related Macular Degeneration | OCT Clinical Applications | 5:30 PM – 7:30 PM EDT on Tuesday, May 3 | ||
| Sofía De Arrigunaga | Learning curve on tablet-based visual field tests during one week of daily testing | Visual Fields and Psychophysics | 5:30 PM – 7:30 PM EDT on Tuesday, May 3 |
Posters:
| First Author | Presentation Title | Session Title | Date and Time | ||
|---|---|---|---|---|---|
| Aaron Brown | Iterative Machine Learning: A Test Case for the Detection of Disc Hemorrhage. | Machine Learning and Image Processing | 2:15 PM – 4:15 PM EDT on Sunday, May 1 | ||
| Joseph Branco | Archetypal Longitudinal Visual Field Analysis of Optic Neuritis and Idiopathic Intracranial Hypertension in a “Real World” Clinical Setting | Machine Learning and Augmented Virtual reality | 4:45 PM – 6:45 PM EDT on Sunday, May 1 | ||
| Elena Solli | Grading and Quantification of Papilledema from Fundus Photographs Using Convolutional Neural Networks | Machine Learning and Augmented Virtual reality | 4:45 PM – 6:45 PM EDT on Sunday, May 1 | ||
| Michael Lin | Comparison of portable perimetry tests with the Humphrey Field Analyzer | Visual Fields and Psychophysics | 12:00 PM – 2:00 PM EDT on Monday, May 2 | ||
| Sandra Freeman | Participant experience using novel perimetry tests to monitor glaucoma progression | Visual Fields and Psychophysics | 12:00 PM – 2:00 PM EDT on Monday, May 2 | ||
| Joyce Kang | Relationship between contrast sensitivity and visual field mean deviation | Visual Fields and Psychophysics | 12:00 PM – 2:00 PM EDT on Monday, May 2 | ||
| Sayuri Sekimitsu | Retinal optical coherence tomography identifies early biomarkers for neurodegenerative disease and future cognitive decline | New improvements in imaging and development of biomarkers | 2:30 PM – 4:30 PM EDT on Wednesday, May 4 | ||
| Yandong Bian | Treatment Patterns of Ocular Surface Tumors in the United States: an IRIS Registry Analysis | Ocular surface health and conjunctiva | 2:30 PM – 4:30 PM EDT on Wednesday, May 4 |