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DEEP2: Deep Learning Powered De-scattering with Excitation Patterning (DEEP)

88 Citations2023
Navodini Wijethilake, Mithunjha Anandakumar, Cheng Zheng
Biophotonics Congress: Optics in the Life Sciences 2023 (OMA, NTM, BODA, OMP, BRAIN)

In DEEP2, temporally focused structured light excites deep tissue in wide-field, and deep learning reconstructs clean images from scattered measurements in a computational multiphoton microscope to image through scattering tissue.

Abstract

We present DEEP2, a computational multiphoton microscope to image through scattering tissue. In DEEP2, temporally focused structured light excites deep tissue in wide-field, and deep learning reconstructs clean images from scattered measurements.