TY  - GEN
N2  - Artificial Intelligence (AI) algorithms have demonstrated efficacy in detecting severe ROP. Recent work using the Imaging and Informatics in ROP (i-ROP) deep learning (DL) system demonstrated high diagnostic accuracy compared to a reference standard diagnosis of plus disease in an Indian ROP telemedicine program. There remains a gap in knowledge as to how the i-ROP DL algorithm would work as an autonomous screening device against the clinical diagnosis of treatment-requiring (TR) ROP. The purpose of our study is to evaluate the i-ROP DL algorithm as an autonomous screening device in an Indian ROP telemedicine program at Aravind Eye Hospital (AEH).
DO  - 10.6083/mp48sd416
DO  - DOI
AB  - Artificial Intelligence (AI) algorithms have demonstrated efficacy in detecting severe ROP. Recent work using the Imaging and Informatics in ROP (i-ROP) deep learning (DL) system demonstrated high diagnostic accuracy compared to a reference standard diagnosis of plus disease in an Indian ROP telemedicine program. There remains a gap in knowledge as to how the i-ROP DL algorithm would work as an autonomous screening device against the clinical diagnosis of treatment-requiring (TR) ROP. The purpose of our study is to evaluate the i-ROP DL algorithm as an autonomous screening device in an Indian ROP telemedicine program at Aravind Eye Hospital (AEH).
AD  - Oregon Health and Science University
AD  - Oregon Health and Science University
AD  - Oregon Health and Science University
AD  - Oregon Health and Science University
AD  - Oregon Health and Science University
AD  - Oregon Health and Science University
AD  - Oregon Health and Science University
T1  - Evaluation of artificial intelligence-based retinopathy of prematurity screening in South India
DA  - 2022-04-22
AU  - Oh, Minn
AU  - Coyner, Aaron S.
AU  - Shah, Parag K.
AU  - Singh, Praveer
AU  - Kalpathy-Cramer, Jayashree
AU  - Chan, Paul
AU  - Campbell, J. Peter
L1  - https://digitalcollections.ohsu.edu/record/9643/files/ResearchWeek2022-_OhMinn_FINAL.pdf
PB  - Oregon Health and Science University
PY  - 2022-04-22
ID  - 9643
L4  - https://digitalcollections.ohsu.edu/record/9643/files/ResearchWeek2022-_OhMinn_FINAL.pdf
KW  - Retinopathy of Prematurity
KW  - Deep Learning
KW  - Artificial Intelligence
KW  - autonomous screening
KW  - disease classification
TI  - Evaluation of artificial intelligence-based retinopathy of prematurity screening in South India
Y1  - 2022-04-22
L2  - https://digitalcollections.ohsu.edu/record/9643/files/ResearchWeek2022-_OhMinn_FINAL.pdf
LK  - https://digitalcollections.ohsu.edu/record/9643/files/ResearchWeek2022-_OhMinn_FINAL.pdf
UR  - https://digitalcollections.ohsu.edu/record/9643/files/ResearchWeek2022-_OhMinn_FINAL.pdf
ER  -