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Meeting Abstract (19)
Journal Articles (3)

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Investigative Ophthalmology & Visual Science (19)
Translational Vision Science & Technology (3)

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ARVO Annual Meeting Abstract (19)
Artificial Intelligence (1)
Data Science (1)
Special Issue (1)

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Translational Research (3)
Eye Anatomy and Disorders (2)
Glaucoma (2)
Imaging (1)
Lens (1)
Pharmacology (1)

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electronic medical records (2)
antiglaucoma agents (1)
artifacts (1)
artificial intelligence (1)
datasets (1)
image quality (1)
ophthalmology (1)
optical coherence tomography (1)
prevalence (1)

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Artificial Intelligence August 2024

High Prevalence of Artifacts in Optical Coherence Tomography With Adequate Signal Strength

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Wei-Chun Lin; Aaron S. Coyner; Charles E. Amankwa; Abigail Lucero; Gadi Wollstein; Joel S. Schuman; Hiroshi Ishikawa
TAGS: artifacts, optical coherence tomography, prevalence, image quality
Trans. Vis. Sci. Tech.. 2024; 13(8):43. https://doi.org/10.1167/tvst.13.8.43

ARVO Annual Meeting Abstract June 2024

Integrating Clinical, Imaging, and Genetic Data for Severe ROP Prediction

Susan R Ostmo; Wei-Chun Lin; Aaron S Coyner; Praveer Singh; Jayashree Kalpathy-Cramer; Deniz Erdogmus; Robison Vernon Paul Chan; Michael F Chiang; J. Peter Campbell

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):4290.

ARVO Annual Meeting Abstract June 2024

Enhancing Amblyopia Identification Using NLP: A Study of BioClinical BERT and Flan-T5 Models

Wei-Chun Lin; Caleb Reznick; Leah Reznick; Abigail Lucero; J. Peter Campbell; Hiroshi Ishikawa; Michelle Hribar

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):338.

ARVO Annual Meeting Abstract June 2024

High Prevalence of Artifacts in Optical Coherence Tomography Images with Adequate Signal Strength

Charles Enyaah Amankwa; Wei-Chun Lin; Aaron S Coyner; Abigail Lucero; Hiroshi Ishikawa

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):1598.

ARVO Annual Meeting Abstract June 2024

Patient Adherence in Amblyopia Care: Analyzing Area Deprivation Index as a Mediating Factor of Race/Ethnicity

Caleb Reznick; Wei-Chun Lin; Alexandra Salem; Nicole Weiskopf; Kellyn Bellsmith; Michelle Hribar

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):5214.

ARVO Annual Meeting Abstract June 2024

Evaluation of a Computable Phenotype Algorithm for Identifying Normal Tension Glaucoma Patients in Electronic Health Records

Fountane Chan; Michelle Hribar; Neha Sachdeva; Spencer Burt; Wei-Chun Lin; Aiyin Chen

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):4052.

ARVO Annual Meeting Abstract June 2024

Deep Learning-Based Prediction of Genetic Risk in Retinopathy of Prematurity Using Retinal Images

Benjamin Young; Wei-Chun Lin; Aaron S Coyner; Susan R Ostmo; Praveer Singh; Jayashree Kalpathy-Cramer; Deniz Erdogmus; Robison Vernon Paul Chan; Michael F Chiang; John Peter Campbell

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):3764.

ARVO Annual Meeting Abstract June 2024

Predicting loss and delay to follow-up of amblyopia patients

Alexandra Salem; Elizabeth White; Wei-Chun Lin; Andrea Tham; Kellyn Bellsmith; Annie Kuo; Jamie Anderson; Allison Summers; Leah Reznick; Michelle Hribar

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):5195.

ARVO Annual Meeting Abstract June 2024

Monitoring Disease Progression with Stable Diffusion in Retinopathy of Prematurity

Sourav Kumar; SHELL XU; AARON S COYNER; Wei-Chun Lin; Susan R Ostmo; Deniz Erdogmus; Himanshu Tulip; RV Paul Chan; Michael Chiang; J. Peter Campbell; Jayashree Kalpathy-Cramer; Timothy Hospedales; Praveer Singh

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):5653.

ARVO Annual Meeting Abstract June 2023

Trabeculectomy for normal-tension glaucoma: outcomes over 10 years at a single institution

Justin Grassmeyer; Wei-Chun Lin; Aiyin Chen

Invest. Ophthalmol. Vis. Sci.. 2023; 64(8):4287.

ARVO Annual Meeting Abstract June 2023

A Multimodal Deep Learning Approach Towards Predicting Severe Retinopathy of Prematurity

Wei-Chun Lin; Susan Ostmo; Aaron S Coyner; Praveer Singh; Jayashree Kalpathy-Cramer; Deniz Erdogmus; Robison Vernon Paul Chan; Michael F Chiang; J. Peter Campbell

Invest. Ophthalmol. Vis. Sci.. 2023; 64(8):4934.

ARVO Annual Meeting Abstract June 2023

Can the eye be a window to your body? AI predicts Neonatal Pulmonary Hypertension through Retinal Fundus Photographs.

Praveer Singh; Riya Tyagi; Brian K Jordan; Brian Scottoline; Susan Ostmo; Aaron S Coyner; Wei-Chun Lin; Deniz Erdogmus; Robison Vernon Paul Chan; Cindy McEvoy; Michael F Chiang; J. Peter Campbell; Jayashree Kalpathy-Cramer

Invest. Ophthalmol. Vis. Sci.. 2023; 64(8):1877.

ARVO Annual Meeting Abstract June 2023

Investigating AI’s Unreasonable Effectiveness in Detecting Self-Declared Racial Identity from Retinal Vascular Maps

Riya Tyagi; J. Peter Campbell; Aaron S Coyner; Susan Ostmo; Wei-Chun Lin; Deniz Erdogmus; Robison Vernon Paul Chan; Michael F Chiang; Jayashree Kalpathy-Cramer; Praveer Singh

Invest. Ophthalmol. Vis. Sci.. 2023; 64(8):273.

Data Science November 2022

Development of an Open-Source Annotated Glaucoma Medication Dataset From Clinical Notes in the Electronic Health Record

PDF

Jimmy S. Chen; Wei-Chun Lin; Sen Yang; Michael F. Chiang; Michelle R. Hribar
TAGS: antiglaucoma agents, datasets, electronic medical records
Trans. Vis. Sci. Tech.. 2022; 11(11):20. https://doi.org/10.1167/tvst.11.11.20

Includes: Supplemental Content

ARVO Annual Meeting Abstract June 2022

Machine Learning for Predicting Early High Postoperative IOP After Trabeculectomy

Wei-Chun Lin; Aiyin Chen; Michael F Chiang; Michelle Hribar

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):2046 – A0487.

ARVO Annual Meeting Abstract June 2021

Electronic health record medication list accuracy in glaucoma patients

Joel Kaluzny; Wei-Chun Lin; Jimmy S Chen; Michael F Chiang; Michelle Hribar

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):1609.

ARVO Annual Meeting Abstract June 2021

Medication List Extraction Using Natural Language Processing for Glaucoma Patients

Wei-Chun Lin; Joel Kaluzny; Jimmy S Chen; Michael F Chiang; Michelle Hribar

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):1001.

ARVO Annual Meeting Abstract June 2020

Predicting Late Patients in Pediatric Ophthalmology Outpatient Clinic Using Machine Learning

Wei-Chun Lin; Jimmy N/A Chen; Michelle Hribar; Michael F. Chiang

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):4293.

Special Issue February 2020

Applications of Artificial Intelligence to Electronic Health Record Data in Ophthalmology

PDF

Wei-Chun Lin; Jimmy S. Chen; Michael F. Chiang; Michelle R. Hribar
TAGS: artificial intelligence, electronic medical records, ophthalmology
Trans. Vis. Sci. Tech.. 2020; 9(2):13. https://doi.org/10.1167/tvst.9.2.13

ARVO Annual Meeting Abstract July 2019

Length and similarity of consecutive ophthalmology encounter notes in the electronic health record

Abigail E Huang; Michelle Hribar; Haley Lane Dusek; Isaac Goldstein; Bradley Henriksen; Wei-Chun Lin; Austin Igelman; Michael F Chiang

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):5497.

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