3 Method and Apparatus for Identifying Cell Species Using 3D Refractive Index Tomography and Machine Learning Algorithm

摘要

Provided are a method and an apparatus for identifying achromatic and unlabeled cell species using 3D refractive index tomography and deep learning. The method for identifying achromatic and unlabeled cell species using 3D refractive index tomography and deep learning may comprise the following steps of: optically measuring 3D refractive index distribution of a cell; and identifying a type of the cell with an achromatic and unlabeled way by applying a deep learning algorithm or a convolutional neural network algorithm by using the measured 3D refractive index distribution.