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The Optical Society) Researchers have combined a new oxygen sensing film with machine learning to create a wearable sensor capable of measuring tissue oxygenation through skin. Presented at the virtual OSA Imaging and Applied Optics Congress and Optical Sensors and Sensing Congress to be held 19-23 July.