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Assessment of bilirubin levels in patients with cirrhosis via forehead, sclera and lower eyelid smartphone images

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One of the key biomarkers evaluating liver disease progression is an elevated bilirubin level. Here we apply smartphone imaging to non-invasive assessment of bilirubin in patients with cirrhosis. Image data was processed using two different approaches to remov... ...