Association of Menopause and Rhinitis Among Adult Women in the United States: Findings from the All of Us Research Program.

Objective: The inflammatory role of female hormones has been garnering increased attention in the literature. Studies suggest a link between estrogen and inflammatory conditions of the airways and nasal mucosa. However, there remains a paucity of literature regarding the associations of hormones with rhinitis.

Biological Sex Differences in Rhinitis Prevalence Among Adults in the United States: An "All of Us" Research Program Database Analysis.

Female sex is associated with allergic rhinitis among adults, but not with nonallergic rhinitis. These findings could support a role of sex hormones in the pathogenesis of allergic rhinitis and nasal inflammation, but more research is needed to establish causation.

Low Macular Pigment Optical Density Is Associated with Manifest Primary Open-Angle Glaucoma in Older Women.

Background: Lower density of carotenoids lutein and zeaxanthin (L/Z) in the macula (i.e., macular pigment) has been linked to greater risk for age-related eye disease.

Validating the Generalizability of Ophthalmic Artificial Intelligence Models on Real-World Clinical Data.

Purpose: This study aims to investigate generalizability of deep learning (DL) models trained on commonly used public fundus images to an instance of real-world data (RWD) for glaucoma diagnosis.

Methods: We used Illinois Eye and Ear Infirmary fundus data set as an instance of RWD in addition to six publicly available fundus data sets. We compared the performance of DL-trained models on public data and RWD for glaucoma classification and optic disc (OD) segmentation tasks.