Bias and Non-Diversity of Big Data in Artificial Intelligence: Focus on Retinal Diseases

Author:

Jacoba Cris Martin P12ORCID,Celi Leo Anthony345,Lorch Alice C.2ORCID,Fickweiler Ward12ORCID,Sobrin Lucia2ORCID,Gichoya Judy Wawira6,Aiello Lloyd P12,Silva Paolo S.12ORCID

Affiliation:

1. Ophthalmology Department, Beetham Eye Institute, Joslin Diabetes Centre, Boston, MA, USA

2. Massachusetts Eye and Ear Infirmary Department of Ophthalmology, Harvard Medical School, Boston, MA, USA

3. Division of Pulmonary, Critical Care and Pain Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA

4. Harvard-MIT Health Sciences and Technology Division, Laboratory for Computational Physiology, Cambridge, MA, USA

5. Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA, USA

6. Department of Radiology & Imaging Sciences, Emory University, Atlanta, GA, USA

Funder

no financial support for this research

Publisher

Informa UK Limited

Subject

Ophthalmology,General Medicine

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