Deep Learning Can Accurately Distinguish Between True Papilledema and Optic Disc Drusen on Fundus Photographs
| Identifier | 20220214_nanos_sciplatform1_06 |
| Title | Deep Learning Can Accurately Distinguish Between True Papilledema and Optic Disc Drusen on Fundus Photographs |
| Creator | Kanchalika Sathianvichitr; Raymond Najjar; Zhiqun Tang; Steffen Hamann; Clare Fraser; J. Alexander Fraser; Elisabeth Wibroe; Mung Yan Lin; Etienne Benard-Seguin; Caroline Vasseneix; Makoto Nakamura; Takano Fumio; Janvier Ngoy Kilangalanga; Fiona Costello; Selvakumar Ambika; Catherine Vignal-Clermont; Nicolae Sanda; Marie-Benedicte Rougier; Jeong-Min Hwang; Hee Kyung Yang; Dong Hyun Kim; Wolf Lagreze; Patrick Yu-Wai-Man; Neil Miller; John Chen; Nancy Newman; Tien Yin Wong; Valerie Biousse; Dan Milea; on behalf of the BONSAI Consortium |
| Affiliation | (KS) (RN) (ZT) (CV) (DM) Singapore Eye Research Institute, Singapore, Singapore; (SH) (EW) Rigshospitalet, Copenhagen, Denmark, Copenhagen, Denmark; (CF) Save Sight Institute, Sydney, Australia, Sydney, Australia; (JAF) Western University, Ontario, Canada, London, Ontario, Canada; (MYL) (NN) (VB) Emory University School of Medicine, Atlanta, USA, Atlanta, Georgia; (EB) (FC) University of Calgary, Canada, Calgary, Alberta, Canada; (MN) (TF) Kobe University, Japan, Kobe, Japan; (JNK) St Joseph Hospital, Kinshasa, Congo, Kinshasa, Congo (Democratic Republic of the); (SA) Sankara Nethralaya,Chennai, India, Chennai, India; (CV) Rothschild Foundation Hospital, Paris, France, Paris, France; (NS) Geneva University Hospital, Switzerland, Geneva, Switzerland; (MR) Hôpital Pellegrin, Bordeaux, France, Bordeaux, France; (JH) Bundang Hospital, Seoul, South Korea, Seoul, Korea (Republic of); (WL) University of Freiburg, Germany, Freiburg, Germany; (PY) Moorfields Eye Hospital NHS Foundation Trust, London, United Kingdom, London, United Kingdom of Great Britain and Northern Ireland; (NM) Johns Hopkins University School of Medicine, Baltimore, Mayland; (JC) Mayo Clinic, Rochester, Minnesota; (TYW) Singapore National Eye Center, Singapore, Singapore; (BONSAI) BONSAI Consortium, CONSAI, Singapore |
| Subject | High Intracranial Pressure/Headache; Optic Neuropathy; Pseudotumor Cerebri; Vascular Disorders |
| Description | Identification of true papilledema due to raised intracranial pressure requires high Neuro-ophthalmic expertise and expensive ancillary testing. Its ophthalmoscopic diagnosis can be easily mistaken with false papilledema due to optic disc drusen (ODD), especially if the latter are buried within the optic nerve. We aimed to evaluate the performance of a deep learning system (DLS) to automatically distinguish between true papilledema and ODD on standard retinal fundus images, in a large international multiethnic population. |
| Date | 2022-02 |
| Language | eng |
| Format | video/mp4 |
| Type | Image/MovingImage |
| 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/s661a6aa |
| Setname | ehsl_novel_nam |
| ID | 2194493 |
| Reference URL | https://collections.lib.utah.edu/ark:/87278/s661a6aa |