Using Multi-Layer Perceptron Driven Diagnosis to Compare Biomarkers for Primary Open Angle Glaucoma

Author:

Riina Nicholas1,Harris Alon1,Siesky Brent A.1,Ritzer Lukas1,Pasquale Louis R.1,Tsai James C.12,Keller James3,Wirostko Barbara4,Arciero Julia5,Fry Brendan6,Eckert George7,Verticchio Vercellin Alice1,Antman Gal189,Sidoti Paul A.12,Guidoboni Giovanna10

Affiliation:

1. Department of Ophthalmology, Icahn School of Medicine at Mount Sinai, New York, New York, United States

2. New York Eye and Ear Infirmary of Mount Sinai, New York, New York, United States

3. Department of Electrical Engineering and Computer Science, University of Missouri, Columbia, Missouri, United States

4. University of Utah Health John A Moran Eye Center, Salt Lake City, Utah, United States

5. Department of Mathematical Sciences, IUPUI School of Science, Indianapolis, Indiana, United States

6. Department of Mathematics and Statistics, Metropolitan State University of Denver, Denver, Colorado, United States

7. Department of Biostatistics and Health Data Science, Indiana University School of Medicine, Indianapolis, Indiana, United States

8. Department of Ophthalmology, Rabin Medical Center, Petah Tikva, Central, Israel

9. Faculty of Medicine, Tel Aviv University, Israel

10. Maine College of Engineering and Computing, The University of Maine, Orono, Maine, United States

Publisher

Association for Research in Vision and Ophthalmology (ARVO)

Reference24 articles.

1. The number of people with glaucoma worldwide in 2010 and 2020;Quigley;Br J Ophthalmol.,2006

2. Prevalence of primary open angle glaucoma in the last 20 years: a meta-analysis and systematic review;Zhang;Sci Rep,2021

3. The role of intracranial pressure in glaucoma and therapeutic implications;Baneke;Eye,2020

4. Dysfunctional regulation of ocular blood flow: a risk factor for glaucoma?;Moore;Clin Ophthalmol,2008

5. Ocular blood flow as a clinical observation: value, limitations and data analysis;Harris;Prog Retinal Eye Res,2020

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