公开(公告)号：US20220309810A1

公开(公告)日：2022-09-29

申请号：US17706252

申请日：2022-03-28

Applicant: HOWARD UNIVERSITY

Inventor： Tsang-Wei TU ,  Yi-YU HSU ,  Chao-Hsiung HSU ,  Artur AGARONYAN ,  Paul C. WANG

IPC: G06V20/69 ,  G06T5/00 ,  G06T7/00 ,  G06T7/149 ,  G06T7/194

Abstract: A method and apparatus for morphological analysis of neural cells may include receiving an immunohistochemistry (IHC) image of one or more neural cells; detecting the one or more neural cells in the IHC image using a first neural network, wherein the detecting includes identifying boundaries of the one or more neural cells; generating a segmentation cell mask using a second neural network based on the identified boundaries of the one or more neural cells; and classifying the one or more neural cells based on the generated segmentation cell mask using a trained classification model.