Training a high-performance retinal foundation model with half-the-data and 400 times less compute
Sign Up to like & getrecommendations! Published in 2024 at "Nature Communications"
DOI: 10.1038/s41467-025-62123-z
Abstract: Medical artificial intelligence is limited by available training datasets. Foundation models like RETFound from Moorfields Eye Hospital (MEH) can be adapted with small downstream datasets and thus alleviate this issue. RETFound-MEH used 900,000 training images.… read more here.
Keywords: retfound green; 400 times; performance; retfound ... See more keywords
Detection of Disease Features on Retinal OCT Scans Using RETFound
Sign Up to like & getrecommendations! Published in 2024 at "Bioengineering"
DOI: 10.3390/bioengineering11121186
Abstract: Eye diseases such as age-related macular degeneration (AMD) are major causes of irreversible vision loss. Early and accurate detection of these diseases is essential for effective management. Optical coherence tomography (OCT) imaging provides clinicians with… read more here.
Keywords: detection; disease; disease features; retfound ... See more keywords