OVision A raspberry Pi powered portable low cost medical device framework for cancer diagnosis.

ABSTRACT: Cancer remains a major global health challenge, with significant disparities in access to advanced diagnostic and prognostic technologies, especially in resource-constrained settings. Existing medical treatments and devices for cancer diagnosis are often prohibitively expensive, limiting their reach and impact. Pathologists' scarcity exacerbates cancer diagnosis accuracy, elevating mortality risks. To address these critical issues, this study presents OVision - a low cost, deep learning-powered framework developed to assist in histopathological diagnosis. The key objective is to leverage the portable, low-power computing Raspberry Pi. By designing standalone devices that eliminate the need for internet connectivity and high-end infrastructure, we can dramatically reduce costs while maintai

SUBMITTER: Mehta S 

PROVIDER: S-EPMC11871010 | biostudies-literature | 2025 Feb

REPOSITORIES: biostudies-literature