A Prospective, Clinic-Based Evaluation of a Trained Deep-Learning System Reveals High Accuracy for Papilledema Detection
| Identifier | 20220214_nanos_sciplatform1_07 |
| Title | A Prospective, Clinic-Based Evaluation of a Trained Deep-Learning System Reveals High Accuracy for Papilledema Detection |
| Creator | Raymond Najjar; Caroline Vasseneix; Zhiqun Tang; Jing Liang Loo; Shweta Singhal; Christine Wen Leng Yau; Sharon Lee Choon Tow; Reuben Chao Ming Foo; Ajay Patil; Xinxing Xu; Jonathan Micieli; Fiona Costello; ﾃtienne Bﾎnard-Sﾎguin; Mukharram Bikbov; Makoto Nakamura; Catherine Vignal-Clermont; Jeong-Min Hwang; Selvakumar Ambika; John Chen; Neil Miller; Axel Petzold; Yong Liu; Nancy Newman; Valﾎrie Biousse; Tien Yin Wong; Dan Milea on behalf of the BONSAI Consortium |
| Affiliation | (RN) (CV) (ZT) (DM) Singapore Eye Research Institute, Singapore, Singapore; (JLL) (SS) (CWLY) (SLCT) (RCMF) (TYW) Singapore National Eye Centre, Singapore, Singapore; (AP) (NN) (VB) Emory University School of Medicine, Atlanta, GA; (XX) ASTAR Singapore, Singapore, Singapore; (JM) Kensington Eye Institute, Toronto, Canada, Toronto, Canada; (FC) (EBS) University of Calgary, Canada, Calgary, Alberta, Canada; (MB) Ufa Eye Institute, Russia, UFA, Russian Federation; (MN) Kobe University, Japan, Kobe, Japan; (CVC) Rothschild Foundation Hospital, Paris, France, Paris, France; (JMH) Bundang Hospital, Seoul, South Korea, Seoul, Korea (Republic of); (SA) Sankara Nethralaya, Chennai, India, Chennai, India; (JC) Mayo Clinic, Rochester, MN; (NM) Johns Hopkins University School of Medicine, Baltimore, MD; AP) Amsterdam UMC, Netherlands; (YL) ASTAR Singapore, Singapore, Singapore; BONSAI Consortium, BONSAI, Singapore |
| Subject | High Intracranial Pressure/Headache; Diagnostic Tests (ERG, VER, OCT, HRT, mfERG, etc); Optic Neuropathy; Optic Neuritis; Pseudotumor Cerebri |
| Description | We recently developed a deep-learning system (BONSAI-DLS) to detect papilledema and other optic disk abnormalities on ocular fundus photographs (1). However, this DLS was only validated retrospectively on curated data, limiting its translatability into clinical practice. The aim of this study is to prospectively evaluate the BONSAI-DLS's performance for the detection of papilledema and other disk abnormalities in clinical settings. |
| 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: Scientific Platform Session I |
| Collection | Neuro-Ophthalmology Virtual Education Library: NANOS Annual Meeting Collection: https://novel.utah.edu/collection/nanos-annual-meeting-collection/ |
| Publisher | North American Neuro-Ophthalmology Society |
| Holding Institution | Spencer S. Eccles Health Sciences Library, University of Utah |
| Rights Management | Copyright 2022. For further information regarding the rights to this collection, please visit: https://NOVEL.utah.edu/about/copyright |
| ARK | ark:/87278/s6yx8yer |
| Setname | ehsl_novel_nam |
| ID | 2106492 |
| Reference URL | https://collections.lib.utah.edu/ark:/87278/s6yx8yer |