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Researchers developed VesselNet, a deep learning model that predicts hemoglobin and red blood cell counts from brief magnified videos of eye blood vessels, offering noninvasive point-of-care blood testing.
Original paper: Towards noninvasive blood count using a deep learning pipeline from bulbar conjunctiva videos. — NPJ digital medicine. 10.1038/s41746-026-02598-2