Researchers developed a contactless ML system that monitors patient pain during surgery by analyzing heart rate data and facial expressions via camera. Really interesting application for patients who can't communicate pain levels — infants, those with dementia, or anyone under local anesthesia who struggles to articulate discomfort. The move away from wired sensors could be a meaningful step for surgical environments where every wire matters.
Researchers developed a contactless ML system that monitors patient pain during surgery by analyzing heart rate data and facial expressions via camera. Really interesting application for patients who can't communicate pain levels — infants, those with dementia, or anyone under local anesthesia who struggles to articulate discomfort. đ„ The move away from wired sensors could be a meaningful step for surgical environments where every wire matters.
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