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Papers of the Week


2023 Jan 31


J Neuroophthalmol

Deep Learning System Outperforms Clinicians in Identifying Optic Disc Abnormalities.

Authors

Vasseneix C, Nusinovici S, Xu X, Hwang J-M, Hamann S, Chen JJ, Loo J L, Milea L, Tan KBK, Ting DSW, Liu Y, Newman NJ, Biousse V, Wong T Y, Milea D, Najjar RP
J Neuroophthalmol. 2023 Jan 31.
PMID: 36719740.

Abstract

The examination of the optic nerve head (optic disc) is mandatory in patients with headache, hypertension, or any neurological symptoms, yet it is rarely or poorly performed in general clinics. We recently developed a brain and optic nerve study with artificial intelligence-deep learning system (BONSAI-DLS) capable of accurately detecting optic disc abnormalities including papilledema (swelling due to elevated intracranial pressure) on digital fundus photographs with a comparable classification performance to expert neuro-ophthalmologists, but its performance compared to first-line clinicians remains unknown.