Clinical AI, FDA clearances, ambient intelligence, imaging algorithms, and the diagnostic tools reshaping medicine.
Fresh off a Breakthrough Device Designation, Aidoc is preparing an FDA submission for a generative AI system that interprets chest X-rays and drafts preliminary radiology reports - one of the first attempts to push report-drafting AI through the agency as a regulated device.
Deployed inside the Fitbit app and tested on 13,917 real patients, the Gemini-based system hit 73% top-5 diagnostic accuracy versus 60% for physicians reviewing the same conversations.
The largest controlled study of ambient documentation to date - 8,581 clinicians across five academic health systems - found 16 fewer minutes of documentation time per day, with primary care saving ~25 minutes. But 'pajama time' didn't budge.
Canary Ambient analyzes more than 2,500 acoustic and linguistic features per telehealth visit to flag patterns associated with stress, depression, and cognitive decline - directly inside the Zoom App Marketplace.
SubtleHD(CT) reduces noise and improves low-contrast detectability across CT scanners from different vendors - including older machines health systems can't afford to replace.
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