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Review Open access Aug 2025

Impact of Informal Caregiving on Health Outcomes: A Population-Based Analysis Using BRFSS Data (2015 to 2020)

Background: Informal caregivers provide essential care to family members and friends with health problems or disabilities, yet little is known about the population-level health impacts of caregiving responsibilities. Objective: To examine the association between informal caregiver status and physical and mental health...

A. Bouras, Varun Raja, N. Chetla et al. · 1 citation · ⚡1
Review Aug 2026

Identifying the presence of disc herniations in lumbar spine MRI using Gemini 3.1 Pro.

Gemini 3.1 Pro showed only modest, input-dependent accuracy for lumbar disc herniation detection and a pronounced tendency to over-call pathology, most markedly when a T2 sequence was provided, so the model is not currently suitable as a triage or screening aid.

Luis Rodriguez, Trisha Naidu, N. Chetla et al. · 0 citations

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