METHOD FOR DIAGNOSING HEMATOLOGICAL DISEASES USING MACHINE LEARNING AND APPARATUS FOR DIAGNOSING HEMATOLOGICAL DISEASES USING MACHINE LEARNING

摘要

Embodiments disclose methods for diagnosing hematopoietic disorders using machine learning and apparatus for diagnosing hematopoietic disorders using machine learning. According to an embodiment of the present invention, a method for diagnosing hematopoietic disease includes obtaining a hologram image of red blood cells using a digital inline holographic microscope, and obtaining at least one of a projection image, a focal plane image, and a scattering pattern of light from the hologram image. And extracting a classification feature based on the at least one, and diagnosing hematopoietic disease by using a machine learning algorithm for the classification feature.