Generalisability and performance of an OCT-based deep learning classifier for community-based and hospital-based detection of gonioscopic angle closure

Jasmeen Randhawa; Michael Chiang; Natalia Porporato; Anmol A Pardeshi; Justin Dredge; Galo Apolo Aroca; Tin A Tun; Joanne HuiMin Quah; Marcus Tan; Risa Higashita; Tin Aung; Rohit Varma; Benjamin Y Xu

doi:10.1136/bjophthalmol-2021-319470

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Clinical science

Generalisability and performance of an OCT-based deep learning classifier for community-based and hospital-based detection of gonioscopic angle closure

Authors

Jasmeen Randhawa Keck School of Medicine of the University of Southern California, Los Angeles, California, USA PubMed articles Google scholar articles
Michael Chiang Roski Eye Institute, Keck School of Medicine of the University of Southern California, Los Angeles, California, USA PubMed articles Google scholar articles
Natalia Porporato Singapore National Eye Centre, Singapore Eye Research Institute, Singapore PubMed articles Google scholar articles
Anmol A Pardeshi Roski Eye Institute, Keck School of Medicine of the University of Southern California, Los Angeles, California, USA PubMed articles Google scholar articles
Justin Dredge Roski Eye Institute, Keck School of Medicine of the University of Southern California, Los Angeles, California, USA PubMed articles Google scholar articles
Galo Apolo Aroca Roski Eye Institute, Keck School of Medicine of the University of Southern California, Los Angeles, California, USA PubMed articles Google scholar articles
Tin A Tun Singapore National Eye Centre, Singapore Eye Research Institute, Singapore PubMed articles Google scholar articles
Joanne HuiMin Quah Outram Polyclinic, SingHealth Polyclinics, Singapore PubMed articles Google scholar articles
Marcus Tan Ophthalmology, National University of Singapore, Singapore PubMed articles Google scholar articles
Risa Higashita Tomey Corporation, Nagoya, Japan PubMed articles Google scholar articles
Tin Aung Singapore National Eye Centre, Singapore Eye Research Institute, Singapore Ophthalmology, National University of Singapore, Singapore PubMed articles Google scholar articles
Rohit Varma Southern California Eye Institute, CHA Hollywood Presbyterian Medical Center, Los Angeles, California, USA PubMed articles Google scholar articles
Benjamin Y Xu Keck School of Medicine of the University of Southern California, Los Angeles, California, USA PubMed articles Google scholar articles

Correspondence to Dr Benjamin Y Xu, Ophthalmology, University of Southern California Keck School of Medicine, Los Angeles, CA 90033, USA; Benjamin.Xu{at}med.usc.edu

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Citation

Randhawa J, Chiang M, Porporato N, et al

Generalisability and performance of an OCT-based deep learning classifier for community-based and hospital-based detection of gonioscopic angle closure

British Journal of Ophthalmology 2023;107:511-517.

Publication history

Received April 15, 2021
Accepted October 2, 2021
First published October 20, 2021.

Online issue publication

March 22, 2023

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