Our system is achieved by integrating diffractiondeep learning methods, which allows high-throughput lensless imaging system to display wide rangehigh-resolution images. In addition, the developed extraction chipsprototype were verified to accurately detect the numberproportion of blood cells under low blood demand. Our system shows great potential in point-of-care blood cells monitoring for cancer patients that could reduce infection riskmortality rate, increase efficacy of chemotherapysupport precision medicine.

This breaking-through technology aims at designingconstructing a compliant prone-type ring-scanning inspection platform incorporated with a simultaneous multi-frequency driving NIR light source to complete a diffuse optical imaging system. The realized system has two features superior to other counterpart imaging equipments: (i) compliant flexible optical channels to collect optical information,(ii) simultaneous multiple frequency driving light source. It brings the benefits to improve the accuracy of reconstructed imagesshorten examination time for test subjects.