Clinicians are Outperformed by a Deep Learning System When Identifying Optic Disc Lesions

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Identifier 20220213_nanos_posters_233
Title Clinicians are Outperformed by a Deep Learning System When Identifying Optic Disc Lesions
Creator Dan Milea, Caroline Vasseneix, Simon Nusinovici, Xinxing Xu, Jeong-Min Hwang, Steffen Hamann, John Chen, Jing Liang Loo, Leonard Milea, Kenneth Boon Kiat Tan, Daniel Shu Wei Ting, Yong Liu, Nancy Newman, Valerie Biousse, Tien Yin Wong, Raymond Najjar, on behalf of the BONSAI Consortium
Subject High Intracranial Pressure/headache; Optic Neuropathy; Pseudotumor Cerebri; Vascular Disorders
Description Detection of optic disc abnormalities using ophthalmoscopy is a difficult task for non-ophthalmologists. We recently developed a deep learning system (BONSAI-DLS) to accurately classify optic discs on digital fundus photographs. The aim of this study was to compare the performance of the BONSAI-DLS to that of clinicians with or without ophthalmic training for the classification of optic discs.
Date 2022-02
Language eng
Format application/pdf
Type Text
Source 2022 North American Neuro-Ophthalmology Society Annual Meeting
Relation is Part of NANOS Annual Meeting 2022: Poster Session I: New Diagnostic Measurement Techniques
Collection Neuro-ophthalmology Virtual Education Library: NOVEL http://NOVEL.utah.edu
Publisher Spencer S. Eccles Health Sciences Library, University of Utah
Holding Institution North American Neuro-Ophthalmology Association. NANOS Executive Office 5841 Cedar Lake Road, Suite 204, Minneapolis, MN 55416
Rights Management Copyright 2022. For further information regarding the rights to this collection, please visit: https://NOVEL.utah.edu/about/copyright
ARK ark:/87278/s617h988
Context URL The NANOS Annual Meeting Neuro-Ophthalmology Collection: https://novel.utah.edu/collection/NAM/toc/
Contributor Primary Dan Milea
Contributor Secondary Caroline Vasseneix, Simon Nusinovici, Xinxing Xu, Jeong-Min Hwang, Steffen Hamann, John Chen, Jing Liang Loo, Leonard Milea, Kenneth Boon Kiat Tan, Daniel Shu Wei Ting, Yong Liu, Nancy Newman, Valerie Biousse, Tien Yin Wong, Raymond Najjar, on behalf of the BONSAI Consortium
Setname ehsl_novel_nam
ID 2065051
Reference URL https://collections.lib.utah.edu/ark:/87278/s617h988
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