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ARVO Annual Meeting Abstract June 2021

External validation of a deep learning algorithm for plus disease classification on a multinational ROP dataset

Praveer Singh; J. Peter Campbell; Susan Ostmo; James Brown; Szu-Yeu Hu; Nathaphop Chaichaya; Phanthipha Wongwai; Somkiat Asawaphureekorn; Sirinya Suwannaraj; Michael Morley; Parag Shah; Narendran Venkatapathy; Robison Vernon Paul Chan; Michael F Chiang; Jayashree Kalpathy-Cramer

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):3266. doi:

ARVO Annual Meeting Abstract June 2021

Quantifying Oxygen Exposure for Predicting Treatment-Requiring Retinopathy of Prematurity

Jimmy S Chen; Jamie Anderson; Aaron S Coyner; Susan Ostmo; Kemal Sonmez; Deniz Erdogmus; Cynthia McEvoy; Brian Jordan; Dmitry Dukovny; Robert Schelonka; Robison Vernon Paul Chan; Praveer Singh; Jayashree Kalpathy-Cramer; Michael F Chiang; J. Peter Campbell

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):3246. doi:

ARVO Annual Meeting Abstract June 2021

Improved training efficiency for deep learning models using disease severity comparison labels

Adam Hanif; Ilkay Yildiz; Peng Tian; Beyza Kalkanli; Deniz Erdogmus; Stratis Ioannidis; Jennifer Dy; Jayashree Kalpathy-Cramer; Susan Ostmo; Karyn Jonas; R.V. Paul Chan; Michael F Chiang; J. Peter Campbell

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):2108. doi:

ARVO Annual Meeting Abstract June 2021

Real time ultrahigh speed and widefield handheld swept source OCTA pediatric retinal imaging

Shuibin Ni; Susan Ostmo; Ringo Ng; Xiang Wei; David Huang; Yali Jia; J. Peter Campbell; Yifan Jian

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):1760. doi:

ARVO Annual Meeting Abstract June 2021

Evaluation of an Artificial Intelligence System (i-ROP DL) for Retinopathy of Prematurity Screening in Nepal using the Forus 3nethra neo and in Mongolia using the Retcam Portable ®

Tala Al-Khaled; Nita Valikodath; Emily Cole; Sanyam Bajimaya; Sagun KC; Tsengelmaa Chuluunbat; Karyn Jonas; Chimgee Chuluunkhuu; Leslie D. MacKeen; Susan Ostmo; Wei-Chi Wu; Praveer Singh; Jayashree Kalpathy-Cramer; Michael F Chiang; J. Peter Campbell; Robison Vernon Paul Chan

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):3269. doi:

ARVO Annual Meeting Abstract June 2021

Variability in plus disease diagnosis using single and serial retinal images

Emily Cole; Shin Hae Park; Sang Jin Kim; Kai Kang; Nita Valikodath; Tala Al-Khaled; Samir N Patel; Audina M Berrocal; Kimberly A Drenser; Aaron Nagiel; Jason David Horowitz; Thomas C Lee; Susan Ostmo; Michael F Chiang; J. Peter Campbell; Robison Vernon Paul Chan

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):1929. doi:

ARVO Annual Meeting Abstract June 2020

Cost-Utility Analyses of Artificial Intelligence, Telemedicine, and Standard Ophthalmoscopy for Retinopathy of Prematurity Screening

Steven L. Morrison; J. Peter Campbell; Kemal Sonmez; Susan Ostmo; Neal Wallace; Thuan Nguyen; Michael F. Chiang

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):2192. doi:

ARVO Annual Meeting Abstract June 2020

Automated Assessment of Stage in Retinopathy of Prematurity using Deep Learning

Jimmy N/A Chen; J. Peter Campbell; Susan Ostmo; Michael F. Chiang

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):2775. doi:

ARVO Annual Meeting Abstract June 2020

Analysis of the relationship between retinopathy of prematurity zone, stage, extent and a deep learning-based vascular severity scale

J. Peter Campbell; Robison Vernon Paul Chan; Susan Ostmo; Jamie Anderson; Praveer Singh; Jayashree Kalpathy-Cramer; Michael F. Chiang

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):2193. doi:

Special Issue February 2020

Plus Disease in Retinopathy of Prematurity: Convolutional Neural Network Performance Using a Combined Neural Network and Feature Extraction Approach

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Veysi M. Yildiz; Peng Tian; Ilkay Yildiz; James M. Brown; Jayashree Kalpathy-Cramer; Jennifer Dy; Stratis Ioannidis; Deniz Erdogmus; Susan Ostmo; Sang Jin Kim; R. V. Paul Chan; J. Peter Campbell; Michael F. Chiang; for the Imaging and Informatics in Retinopathy of Prematurity (i-ROP) Research Consortium
TAGS: convolutional neural networks, datasets, retinopathy of prematurity, optic disk
Trans. Vis. Sci. Tech.. 2020; 9(2):10. doi: https://doi.org/10.1167/tvst.9.2.10

Includes: Supplemental Content

ARVO Annual Meeting Abstract July 2019

Telemedicine for ROP Diagnosis in a Real-World System: Technical Description and Evaluation

Ian Danford; Miles F Greenwald; Susan Ostmo; Robert Schelonka; Howard S Cohen; J. Peter Campbell; Michael F Chiang

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):6531. doi:

ARVO Annual Meeting Abstract July 2019

Machine Learning for Prediction of Retinopathy of Prematurity Fundus Image Quality from Clinical Data

Aaron S Coyner; J. Peter Campbell; Susan Ostmo; Sang Jin Kim; Karyn E Jonas; RV Paul Chan; Michael F Chiang

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):1525. doi:

ARVO Annual Meeting Abstract July 2019

Quantitative analysis of aggressive posterior retinopathy of prematurity using deep learning

Kellyn N Smith; Sang Jin Kim; Isaac Goldstein; Susan Ostmo; RV Paul Chan; James Martin Brown; Jayashree Kalpathy-Cramer; J. Peter Campbell; Michael F Chiang

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):4759. doi:

ARVO Annual Meeting Abstract July 2019

Telemedicine for ROP Diagnosis in a Real-World System: Feasibility of Implementing Artificial Intelligence for Disease Screening

Miles F Greenwald; Ian Danford; Malika Shahrawat; Susan Ostmo; James Martin Brown; Jayashree Kalpathy-Cramer; Robert Schelonka; Howard S Cohen; J. Peter Campbell; Michael F Chiang

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):1526. doi:

ARVO Annual Meeting Abstract July 2019

A Proposed 1 to 9 Severity Scale for Vascular Abnormalities in Retinopathy of Prematurity

Sang Jin Kim; J. Peter Campbell; James Martin Brown; Susan Ostmo; Robison Vernon Paul Chan; Jayashree Kalpathy-Cramer; Michael F Chiang

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):4757. doi:

ARVO Annual Meeting Abstract July 2019

Analysis of the Imaging and Informatics Retinopathy of Prematurity (i-ROP) Vascular Severity Score in Patients with Treatment Requiring Retinopathy of Prematurity

Rene Choi; James Martin Brown; Jayashree Kalpathy-Cramer; RV Paul Chan; Susan Ostmo; J. Peter Campbell; Michael F Chiang

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):4758. doi:

ARVO Annual Meeting Abstract July 2019

Utilization of a Deep Learning Image Assessment Tool for Epidemiologic Surveillance of Retinopathy of Prematurity

Travis Redd; J. Peter Campbell; James Martin Brown; Parag Shah; Sang Jin Kim; Susan Ostmo; Robison Vernon Paul Chan; Jennifer Dy; Deniz Erdogmus; Stratis Ioannidis; Jayashree Kalpathy-Cramer; Michael F Chiang

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):1523. doi:

ARVO Annual Meeting Abstract July 2019

Deep learning for automated diagnosis of plus disease in Indian ROP patients

Jayashree Kalpathy-Cramer; James Martin Brown; Aaron S Coyner; Szu-Yeu Hu; Malika Shahrawat; Susan Ostmo; J. Peter Campbell; Robison Vernon Paul Chan; Parag Shah; Michael F Chiang

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):1524. doi:

ARVO Annual Meeting Abstract July 2018

Whole exome sequencing of phenotypically extreme preterm infants identifies innate immune system-related biological pathways in retinopathy of prematurity

Sang Jin Kim; Kemal Sonmez; Ryan Swan; J. Peter Campbell; Susan Ostmo; Robison Vernon Paul Chan; Xiaohui Li; Yii-Der Ida Chen; Charles Simmons; Jerome I Rotter; Michael F Chiang

Invest. Ophthalmol. Vis. Sci.. 2018; 59(9):2755. doi:

ARVO Annual Meeting Abstract July 2018

Influence of serial retinal images on the diagnosis and management of retinopathy of prematurity (ROP)

Shin Hae Park; Kai Kang; Sang Jin Kim; Karyn Jonas; Susan Ostmo; J. Peter Campbell; Michael F Chiang; Robison Vernon Paul Chan

Invest. Ophthalmol. Vis. Sci.. 2018; 59(9):2761. doi:

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External validation of a deep learning algorithm for plus disease classification on a multinational ROP dataset

Quantifying Oxygen Exposure for Predicting Treatment-Requiring Retinopathy of Prematurity

Improved training efficiency for deep learning models using disease severity comparison labels

Real time ultrahigh speed and widefield handheld swept source OCTA pediatric retinal imaging

Evaluation of an Artificial Intelligence System (i-ROP DL) for Retinopathy of Prematurity Screening in Nepal using the Forus 3nethra neo and in Mongolia using the Retcam Portable ®

Variability in plus disease diagnosis using single and serial retinal images

Cost-Utility Analyses of Artificial Intelligence, Telemedicine, and Standard Ophthalmoscopy for Retinopathy of Prematurity Screening

Automated Assessment of Stage in Retinopathy of Prematurity using Deep Learning

Analysis of the relationship between retinopathy of prematurity zone, stage, extent and a deep learning-based vascular severity scale

Plus Disease in Retinopathy of Prematurity: Convolutional Neural Network Performance Using a Combined Neural Network and Feature Extraction Approach

Telemedicine for ROP Diagnosis in a Real-World System: Technical Description and Evaluation

Machine Learning for Prediction of Retinopathy of Prematurity Fundus Image Quality from Clinical Data

Quantitative analysis of aggressive posterior retinopathy of prematurity using deep learning

Telemedicine for ROP Diagnosis in a Real-World System: Feasibility of Implementing Artificial Intelligence for Disease Screening

A Proposed 1 to 9 Severity Scale for Vascular Abnormalities in Retinopathy of Prematurity

Analysis of the Imaging and Informatics Retinopathy of Prematurity (i-ROP) Vascular Severity Score in Patients with Treatment Requiring Retinopathy of Prematurity

Utilization of a Deep Learning Image Assessment Tool for Epidemiologic Surveillance of Retinopathy of Prematurity

Deep learning for automated diagnosis of plus disease in Indian ROP patients

Whole exome sequencing of phenotypically extreme preterm infants identifies innate immune system-related biological pathways in retinopathy of prematurity

Influence of serial retinal images on the diagnosis and management of retinopathy of prematurity (ROP)

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