The DOI matches its Crossref record; 34 of the 36 references it cites were found in a registry or an index.
Referral Patterns in Neuro-Ophthalmology
Abstract
BACKGROUND: Neuro-ophthalmologists specialize in complex, urgent, vision- and life-threatening problems, diagnostic dilemmas, and management of complex work-ups. Access is currently limited by the relatively small number of neuro-ophthalmologists, and consequently, patients may be affected by incorrect or delayed diagnosis. The objective of this study is to analyze referral patterns to neuro-ophthalmologists, characterize rates of misdiagnoses and delayed diagnoses in patients ultimately referred, and delineate outcomes after neuro-ophthalmologic evaluation. METHODS: Retrospective chart review of 300 new patients seen over 45 randomly chosen days between June 2011 and June 2015 in one tertiary care neuro-ophthalmology clinic. Demographics, distance traveled, time between onset and neuro-ophthalmology consultation (NOC), time between appointment request and NOC, number and types of providers seen before referral, unnecessary tests before referral, referral diagnoses, final diagnoses, and impact of the NOC on outcome were collected. RESULTS: Patients traveled a median of 36.5 miles (interquartile range [IQR]: 20-85). Median time from symptom onset was 210 days (IQR: 70-1,100). Median time from referral to NOC was 34 days (IQR: 7-86), with peaks at one week (urgent requests) and 13 weeks (routine requests). Median number of previous providers seen was 2 (IQR: 2-4; range:0-10), and 102 patients (34%) had seen multiple providers within the same specialty before referral. Patients were most commonly referred for NOC by ophthalmologists (41% of referrals). Eighty-one percent (242/300) of referrals to neuro-ophthalmology were appropriate referrals. Of the 300 patients referred, 247 (82%) were complex or very complex; 119 (40%) were misdiagnosed; 147 (49%) were at least partially misdiagnosed; and 22 (7%) had unknown diagnoses. Women were more likely to be at least partially misdiagnosed-108 of 188 (57%) vs 39 of 112 (35%) of men (P < 0.001). Mismanagement or delay in care occurred in 85 (28%), unnecessary tests in 56 (19%), unnecessary consultations in 64 (22%), and imaging misinterpretation in 16 (5%). Neuro-ophthalmologists played a major role in directing treatment, such as preserving vision, preventing life-threatening complications, or avoiding harmful treatment in 62 (21%) patients. CONCLUSIONS: Most referrals to neuro-ophthalmologists are appropriate, but many are delayed. Misdiagnosis before referral is common. Neuro-ophthalmologists often prevent vision- and life-threatening complications.
Overview
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Up to 40% of patients referred to a neuro-ophthalmology subspecialty service are misdiagnosed.
“For example, up to 40% of patients referred to a neuro-ophthalmology subspecialty service are misdiagnosed,23 and similar referral patterns are observed in ocular oncology.24”
From Evaluating the Performance of ChatGPT in Ophthalmology (2023) · cites this paper as [23]
Citations
Cites
Overdiagnosis of idiopathic intracranial hypertension
Fisayo, A. A., Bruce, B. B., Newman, N. J., & Biousse, V. (2015) · Neurology · doi:10.1212/wnl.0000000000002318 · Cited by 165
Harrison, R. J., Wild, J. M., & Hobley, A. J. (1988) · BMJ · doi:10.1136/bmj.297.6657.1162 · Cited by 126
Incidence and causes of overdiagnosis of optic neuritis.
Stunkel, L., Kung, N. H., Wilson, B., McClelland, C. M., & Van Stavern, G. P. (2018) · JAMA Ophthalmology · doi:10.1001/jamaophthalmol.2017.5470 · Cited by 117
NEUROLOGY OF THE VISUAL SYSTEM
Cogan, D. G. (1978) · Optometry and Vision Science · doi:10.1097/00006324-197806000-00016 · Cited by 98
A Unified Conceptual Model for Diagnostic Errors: Underdiagnosis, Overdiagnosis, and Misdiagnosis
Newman-Toker, D. E. (2014) · Diagnosis · doi:10.1515/dx-2013-0027 · Cited by 97
Underdiagnosis of Posterior Communicating Artery Aneurysm in Noninvasive Brain Vascular Studies
Elmalem, V. I., Hudgins, P. A., Bruce, B. B., Newman, N. J., & Biousse, V. (2010) · Journal of Neuro-Ophthalmology · doi:10.1097/wno.0b013e3181f8d985 · Cited by 64
Diagnostic Errors in Initial Misdiagnosis of Optic Nerve Sheath Meningiomas
Koytak, P. K., Bruce, B. B., Peragallo, J. H., Newman, N. J., & Biousse, V. (2018) · JAMA Neurology · doi:10.1001/jamaneurol.2018.3989 · Cited by 53
Referrals to ophthalmology: optometric and general practice comparison
Pierscionek, T., Moore, J. E., & Pierscionek, B. (2008) · Ophthalmic and Physiological Optics · doi:10.1111/j.1475-1313.2008.00614.x · Cited by 39
The Human Resource Crisis in Neuro-Ophthalmology
Frohman, L. (2008) · Journal of Neuro-Ophthalmology · doi:10.1097/wno.0b013e318185e084 · Cited by 35
Referral routes to hospital of patients with chronic open-angle glaucoma.
MacKean, J. M., & Elkington, A. R. (1982) · BMJ · doi:10.1136/bmj.285.6348.1093 · Cited by 34
Diagnosis of Retinoblastoma: How good are referring physicians?
Maki, J. L., Marr, B. P., & Abramson, D. H. (2009) · Ophthalmic Genetics · doi:10.3109/13816810903258837 · Cited by 33
Perumal, D., Niederer, R. L., Raynel, S., & McGhee, C. N. J. (2011) · PubMed · Cited by 32
Diagnostic error and neuro-ophthalmology
Stunkel, L., Newman, N. J., & Biousse, V. (2019) · Current Opinion in Neurology · doi:10.1097/wco.0000000000000635 · Cited by 29
Diagnostic Management by Gatekeepers Is Not Cost Effective for Neuro-ophthalmology
Dillon, E. C., Sergott, R. C., Savino, P. J., & Bosley, T. M. (1994) · Ophthalmology · doi:10.1016/s0161-6420(94)31127-4 · Cited by 27
Buys, Y. M., Gaspo, R., & Kwok, K. K. (2012) · Canadian Journal of Ophthalmology · doi:10.1016/j.jcjo.2012.03.031 · Cited by 24
The "who" and "how" of detecting glaucoma.
Steinmann, W. C. (1982) · BMJ · doi:10.1136/bmj.285.6348.1091 · Cited by 24
Neuroimaging in Patients Referred to a Neuro-ophthalmology Service
McClelland, C. M., Stavern, G. P. V., Shepherd, J. B., Gordon, M. O., & Huecker, J. B. (2012) · Ophthalmology · doi:10.1016/j.ophtha.2012.01.044 · Cited by 23
The Diagnostic and Economic Yield of Neuroimaging in Neuro-ophthalmology
Mehta, S., Loevner, L. A., Mikityansky, I., Langlotz, C. P., Ying, G., Tamhankar, M. A., Shindler, K. S., & Volpe, N. J. (2012) · Journal of Neuro-Ophthalmology · doi:10.1097/wno.0b013e31824e3753 · Cited by 23
Patterns of ophthalmic emergencies presenting to a referral hospital in Medina City, Saudi Arabia
Alabbasi, O. M., Albarry, M. A., Albasri, R. F., Khashim, H. F., Aloufi, M. M., Abdula’al, M. F., Alsaidalany, D. W., Alahmadi, A. S., Habeeb, H. A., & Aalam, W. A. (2016) · Saudi Journal of Ophthalmology · doi:10.1016/j.sjopt.2016.03.001 · Cited by 22
Detection of Papilloedema Study (DOPS): rates of false positive papilloedema in the community
DOPS Study Group, Blanch, R. J., Horsburgh, J., Creavin, A. L., Burdon, M., & Williams, C. (2019) · Eye · doi:10.1038/s41433-019-0355-9 · Cited by 20
Referrals and notifications by British optometrists.
Port, M., & Pope, C. A. (1988) · PubMed · Cited by 19
How Can We Assure That Neuro-ophthalmology Will Survive?
Frohman, L. (2005) · Ophthalmology · doi:10.1016/j.ophtha.2005.02.006 · Cited by 17
Common Errors in the Use of Magnetic Resonance Imaging for Neuro-Ophthalmic Diagnosis
Wolintz, R. J., Trobe, J. D., Cornblath, W. T., Gebarski, S. S., Mark, A. S., & Kolsky, M. P. (2000) · Survey of Ophthalmology · doi:10.1016/s0039-6257(00)00147-8 · Cited by 16
Neuro-Ophthalmology: Transitioning From Old to New Models of Health Care Delivery
Frohman, L. (2017) · Journal of Neuro-Ophthalmology · doi:10.1097/wno.0000000000000518 · Cited by 15
Referrals and notifications by British optometrists
Port, M., & Pope, C. A. (1988) · Ophthalmic and Physiological Optics · doi:10.1111/j.1475-1313.1988.tb01061.x · Cited by 13
Neuro-ophthalmology Safer Than MRI?
Sadun, A. A., Chu, E. R., & Boisvert, C. J. (2013) · Ophthalmology · doi:10.1016/j.ophtha.2012.11.027 · Cited by 12
Referral patterns of intraocular tumour patients to a dedicated Canadian ocular oncology department
Law, C., Krema, H., & Simpson, E. R. (2012) · Canadian Journal of Ophthalmology · doi:10.1016/j.jcjo.2012.03.047 · Cited by 9
Outcome of referrals by optometrists to general practitioners: an 18 month study in one practice.
Perkins, P. (1990) · PubMed · Cited by 8
Referral patterns for common amblyogenic conditions
Parvataneni, M., Christiansen, S. P., Jensen, A. A., & Summers, C. G. (2005) · Journal of American Association for Pediatric Ophthalmology and Strabismus · doi:10.1016/j.jaapos.2004.09.007 · Cited by 8
Patient Safety: Its History and Relevance to Neuro-Ophthalmology
Chung, S. M., & Custer, P. L. (2017) · Journal of Neuro-Ophthalmology · doi:10.1097/wno.0000000000000559 · Cited by 8
Elimination of Consult Codes in Neuro-Ophthalmology: Another Blow To Our Subspecialty?
Frohman, L., & Digre, K. B. (2010) · Journal of Neuro-Ophthalmology · doi:10.1097/wno.0b013e3181e1f927 · Cited by 7
PATTERNS OF REFERRAL OF RETINAL PATIENTS FOR LOW VISION INTERVENTION IN THE ANTI-VEGF ERA
Sunness, J. S., SCHARTZ, R. B., Thompson, J. T., Sjaarda, R. N., & Elman, M. J. (2009) · Retina · doi:10.1097/iae.0b013e3181a91da8 · Cited by 4
Impact of the Elimination of Consultation Codes on Neuro-Ophthalmology in the United States
Subramanian, P. S., Frohman, L., & Biousse, V. (2018) · Journal of Neuro-Ophthalmology · doi:10.1097/wno.0000000000000630 · Cited by 4
Flagged first, then by citations
2 of the 36 references couldn’t be matched to a known paper.
Research works printed but not linked: 1
- 2018, Revisions to payment policies under the Medicare physician fee schedule, quality payment program and other revisions to part B for CY 2019: proposed rules, Fed Regist., 83, 35704
Cited by
Sorted by citations
Evaluating the Performance of ChatGPT in Ophthalmology
Antaki, F., Touma, S., Milad, D., El-Khoury, J., & Duval, R. (2023) · Ophthalmology Science · doi:10.1016/j.xops.2023.100324 · Cited by 563
Antaki, F., Touma, S., Milad, D., El-Khoury, J., & Duval, R. (2023) · doi:10.1101/2023.01.22.23284882 · Cited by 563
Optic Disc Classification by Deep Learning versus Expert Neuro‐Ophthalmologists
Biousse, V., Newman, N. J., Najjar, R. P., Vasseneix, C., Xu, X., Ting, D. S. W., Milea, L., Hwang, J., Kim, D. H., Yang, H. K., et al. (2020) · Annals of Neurology · doi:10.1002/ana.25839 · Cited by 84
Patient harm due to diagnostic error of neuro-ophthalmologic conditions.
Stunkel, L., Sharma, R. A., Mackay, D. D., Wilson, B., Van Stavern, G. P., Newman, N. J., & Biousse, V. (2021) · Ophthalmology · doi:10.1016/j.ophtha.2021.03.008 · Cited by 54
Self-citationMismatch in Supply and Demand for Neuro-Ophthalmic Care
DeBusk, A., Subramanian, P. S., Bryan, M. S., Moster, M. L., Calvert, P. C., & Frohman, L. P. (2021) · Journal of Neuro-Ophthalmology · doi:10.1097/wno.0000000000001214 · Cited by 48
Wait Time to See a Neurologist After Referral Among Medicare Participants
Lin, C. C., Muthukumar, L., Reynolds, E. L., Hill, C. E., Esper, G. J., & Callaghan, B. C. (2025) · Neurology · doi:10.1212/wnl.0000000000210217 · Cited by 30
Diagnostic Error of Neuro-ophthalmologic Conditions: State of the Science
Stunkel, L. D., Newman‐Toker, D. E., Newman, N. J., & Biousse, V. (2020) · Journal of Neuro-Ophthalmology · doi:10.1097/wno.0000000000001031 · Cited by 25
Pakravan, P., Lai, J. M., & Cavuoto, K. M. (2023) · Ophthalmology · doi:10.1016/j.ophtha.2023.09.020 · Cited by 18
Diagnostic Error in Neuro-ophthalmology: Avenues to Improve
Muro-Fuentes, E. A., & Stunkel, L. D. (2022) · Current Neurology and Neuroscience Reports · doi:10.1007/s11910-022-01189-4 · Cited by 17
Sociodemographic and Geographic Variation in Access to Neuro-Ophthalmologists in the United States
Xue, K., Feng, Y., Tam, V., Lin, C. C., Lott, L. B. D., & Hamedani, A. G. (2023) · Journal of Neuro-Ophthalmology · doi:10.1097/wno.0000000000001821 · Cited by 16
Smolar, A. L. O., Ray, H. J., Dattilo, M., Bouthour, W., Berman, G., Peragallo, J. H., Kedar, S., Pendley, A. M., Greene, J. G., Keadey, M. T., et al. (2023) · Ophthalmology · doi:10.1016/j.ophtha.2023.07.028 · Cited by 18
AI in Neuro-Ophthalmology: Current Practice and Future Opportunities
Kenney, R., Requarth, T., Jack, A. I., Hyman, S., Galetta, S. L., & Grossman, S. N. (2024) · Journal of Neuro-Ophthalmology · doi:10.1097/wno.0000000000002205 · Cited by 15
Aung, A. B., Chen, B. S., Wicks, J. M., Bruce, B. B., Meyer, B. I., Dattilo, M., Kedar, S., Saindane, A. M., Newman, N. J., & Biousse, V. (2022) · Journal of Neuro-Ophthalmology · doi:10.1097/wno.0000000000001660 · Cited by 12
Xu, T. T., Kung, F. F., Lai, K. E., Ko, M. W., Brodsky, M. C., Bhatti, M. T., & Chen, J. J.-W. (2022) · Journal of Neuro-Ophthalmology · doi:10.1097/wno.0000000000001643 · Cited by 11
The Impact of COVID-19 on Neuro-Ophthalmology Office Visits and Adoption of Telemedicine Services
Moss, H. E., Ko, M. W., Mackay, D. D., Chauhan, D., Gutierrez, K. G., Villegas, N. C., & Lai, K. E. (2021) · Journal of Neuro-Ophthalmology · doi:10.1097/wno.0000000000001356 · Cited by 11
Chan, E. J. J., Tang, Z., Najjar, R. P., Narayanaswamy, A., Sathianvichitr, K., Newman, N. J., Biousse, V., Miléa, D., & for the BONSAI Group (2023) · Diagnostics · doi:10.3390/diagnostics13010160 · Cited by 8
Mollan, S. P., Menon, V., Cunningham, A., Plant, G. T., Bennetto, L., Wong, S. H., & Dayan, M. R. (2024) · Eye · doi:10.1038/s41433-024-03141-x · Cited by 7
Hansen, N. S., Korsbæk, J. J., Hamann, S., & Jensen, R. (2025) · BMJ Neurology Open · doi:10.1136/bmjno-2024-000863 · Cited by 4
Aziz, R., Bindiganavale, M. P., Chang, R. T., & Moss, H. E. (2022) · Journal of Neuro-Ophthalmology · doi:10.1097/wno.0000000000001533 · Cited by 4
Rabinovitch, D., Lott, L. B. D., & Margolin, E. (2025) · Journal of Neuro-Ophthalmology · doi:10.1097/wno.0000000000002319 · Cited by 4
Artificial Intelligence in Neuro-Ophthalmology
Najjar, R. P., Vasseneix, C., & Miléa, D. (2021) · Current practices in ophthalmology · doi:10.1007/978-981-16-0634-2_8 · Cited by 2
Developing a Quality Assurance Framework for Neuro-Ophthalmology Using a Multisite Data Registry
Lal, A., Dimmick, S., Roche, O., Wang, W., Sheth, S. J., Chakrabarti, R., del Porto, L. A., Fok, A. J., Shuey, N. H., Fraser, C. L., et al. (2023) · Journal of Neuro-Ophthalmology · doi:10.1097/wno.0000000000001943 · Cited by 2
Telemedicine in Neuro-Ophthalmology Is Ready for Prime Time
Lai, K. E., Carey, A. R., Lee, A. G., & Stavern, G. P. V. (2024) · Journal of Neuro-Ophthalmology · doi:10.1097/wno.0000000000002206 · Cited by 1
Neuro-Ophthalmology Referral Patterns: Learnings From Colombia
Sheth, S., Ramirez-Sanchez, L., Rincón-Lopez, J. V., & Mejia-Vergara, A. J. (2025) · Journal of Neuro-Ophthalmology · doi:10.1097/wno.0000000000002377 · Cited by 1
Big Data in Neuro-Ophthalmology: International Classification of Diseases Codes
Stunkel, L. D. (2022) · Journal of Neuro-Ophthalmology · doi:10.1097/wno.0000000000001522 · Cited by 1
Artificial Intelligence in Neuro-ophthalmology
Miléa, D., & Najjar, R. P. (2021) · Springer eBooks · doi:10.1007/978-3-030-78601-4_21 · Cited by 1
Failure to Obtain Urgent Arterial Imaging in Acute Third Nerve Palsies
Chung, J. E., Schroeder, R. M., Wilson, B., Stavern, G. P. V., & Stunkel, L. (2021) · Journal of Neuro-Ophthalmology · doi:10.1097/wno.0000000000001337 · Cited by 1
Stunkel, L. D., Sharma, R. A., Mackay, D. D., Wilson, B. S., Stavern, G. P. V., Newman, N. J., & Biousse, V. (2021) · Ophthalmology · doi:10.1016/j.ophtha.2021.05.007
Kwak, J., Moon, Y., & Lee, B. J. (2023) · Journal of the Korean Ophthalmological Society · doi:10.3341/jkos.2023.64.11.1095
Is ChatGPT a Useful Tool for Ophthalmology Practice?
Yavrum, F., & Kocabaş, D. Ö. (2024) · Acta Medica Alanya · doi:10.30565/medalanya.1531790
The use of non-person-first language in neuro-ophthalmology referrals
Leong, R., Vosoughi, A. R., Sivakumar, G., & Micieli, J. A. (2025) · Canadian Journal of Ophthalmology · doi:10.1016/j.jcjo.2025.03.009
Prevalence and impact of neuro-ophthalmic multimorbidity on patient disposition and outcomes
Tien, C.-W., Dezard, V. A., Xie, J. S., Rabinovitch, D., Miller, T., Micieli, J. A., & Margolin, E. (2025) · Journal of the Neurological Sciences · doi:10.1016/j.jns.2025.123699
Rissan, Z., Hansen, N. S., Cvetković, V. V., Carlsen, L. N., Hamann, S., Wegener, M., Jensen, R. H., & Schytz, H. W. (2026) · European Journal of Neurology · doi:10.1111/ene.70478
Neuroimaging outcomes in suspected papilledema
Knoche, T., Guelsoy, N., Pietrock, C., Siebert, E., Rossel-Zemkouo, M., Jami, Z., & Danyel, L. A. (2026) · Scientific Reports · doi:10.1038/s41598-026-55133-4
Sight Impairment Registration in the Neuro-Ophthalmology Clinic
Khan, S., Sorour, L., Pepper, I. M., Jefferis, J. M., & Hickman, S. J. (2026) · Neuro-Ophthalmology · doi:10.1080/01658107.2026.2677630
Referral Pattern Changes Over a Decade in a Tertiary Neuro-Ophthalmology Clinic
Belson, O., Avisar, N., & Huna-Baron, R. (2026) · Clinical ophthalmology · doi:10.2147/opth.s597432
Shemesh, R., Mizrachy, M., Arazi, M., Hussen, M., & Huna-Baron, R. (2026) · BMC Medical Education · doi:10.1186/s12909-026-09780-w
Idiopathic Intracranial Hypertension and Pregnancy: Recent Developments
Stunkel, L. D. (2026) · Current Treatment Options in Neurology · doi:10.1007/s11940-026-00885-7
Metadata
- Authors
- Stunkel, L., Mackay, D. D., Bruce, B. B., Newman, N. J., & Biousse, V.
- Affiliations
- Emory University (US)
- Corresponding author
- Biousse, Valérie
- Venue
- Journal of Neuro-Ophthalmology
- Published
- 2019-10-13
- Volume
- 40
- Issue
- 4
- Pages
- 485-493
- ISSN
- 1070-8022 (ISSN-L)
- OpenAlex
- W2980543433
- Cited by
- 37
- References
- 36
- Citations by year
- 2026: 6 · 2025: 6 · 2024: 4 · 2023: 7 · 2022: 5 · 2021: 7 · 2020: 2
- FWCI
- 4.91
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Neuro-Ophthalmology (publishedVersion)
- PubMed (publishedVersion)
- IUScholarWorks (Indiana University) (submittedVersion)
- Funders
- National Institute of Neurological Disorders and Stroke (R01NS089694)
- Topics
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Healthcare Systems and Technology
- Health Sciences › Medicine › Ophthalmology › Ophthalmology and Visual Health Research
- Health Sciences › Medicine › Ophthalmology › Ophthalmology and Eye Disorders
- Keywords
- misdiagnosis, delayed diagnosis, unnecessary testing, patient travel distance, time to diagnosis, ophthalmology referral, patient outcomes, health care access disparities
- MeSH terms
- Female, Humans, Male, Middle Aged, Neurology, Ophthalmology, Referral and Consultation, Retrospective Studies
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review