Selected Publications

Rachana Haliyur, Shikha Marwah, Shreya Mittal, Joshua D. Stein, Anjali R. Shah. Demographic and metabolic risk factors associated with development of diabetic macular edema among persons with diabetes mellitus, Ophthalmology Science, 2024,100557, ISSN 2666-9145,

Wang SY; Ravindranath R; Stein JD on behalf of the SOURCE consortium. Prediction models for glaucoma in a multicenter electronic health records consortium: the Sight Outcomes Research Collaborative. Ophthalmology-Science.

Zhao, D., Li, X., Carey, A. R., Henderson, A. D., & SOURCE Consortium (2023). Optic Neuritis and Cranial Neuropathies Diagnosis Rates Before COVID-19, in the Initial Pandemic Phase, and Post-Vaccine Introduction. Ophthalmology, S0161-6420(23)00620-6. Advance online publication.

Dunbar GE, Titus M, Stein JD, Meijome TE, Mian SI, Woodward MA. Patient-Reported Outcomes After Corneal Transplantation. Cornea. 2021 Oct 1;40(10):1316-1321. doi: 10.1097/ICO.0000000000002690. PMID: 33758138; PMCID: PMC8418993.

Li T, Yang K, Stein JD, Nallasamy N. Gradient Boosting Decision Tree Algorithm for the Prediction of Postoperative Intraocular Lens Position in Cataract Surgery. Transl Vis Sci Technol. 2020 Dec 21;9(13):38. doi: 10.1167/tvst.9.13.38. PMID: 33384892; PMCID: PMC7757635.

Bommakanti NK, Zhou Y, Ehrlich JR, Elam AR, John D, Kamat SS, Kelstrom J, Newman-Casey PA, Shah MM, Weizer JS, Wood SD, Zhang AD, Zhang J, Lee PP, Stein JD; SOURCE Consortium. Application of the Sight Outcomes Research Collaborative Ophthalmology Data Repository for Triaging Patients With Glaucoma and Clinic Appointments During Pandemics Such as COVID-19. JAMA Ophthalmol. 2020 Sep 1;138(9):974-980. doi: 10.1001/jamaophthalmol.2020.2974. PMID: 32678424; PMCID: PMC7368237.

Stein JD, Rahman M, Andrews C, Ehrlich JR, Kamat S, Shah M, Boese EA, Woodward MA, Cowall J, Trager EH, Narayanaswamy P, Hanauer DA. Evaluation of an Algorithm for Identifying Ocular Conditions in Electronic Health Record Data. JAMA Ophthalmol. 2019 May 1;137(5):491-497. doi: 10.1001/jamaophthalmol.2018.7051. PMID: 30789656; PMCID: PMC6512255.