公开(公告)号：US11978198B2

公开(公告)日：2024-05-07

申请号：US16857495

申请日：2020-04-24

申请人： JUNTENDO EDUCATIONAL FOUNDATION ,  SYSMEX CORPORATION

发明人： Akimichi Ohsaka ,  Yoko Tabe ,  Konobu Kimura

IPC分类号： G06T7/00 ,  G01N15/10 ,  G01N15/14 ,  G01N15/1429 ,  G06N3/045 ,  G06N3/08 ,  G06N20/20 ,  G06V10/82 ,  G16H10/40 ,  G16H30/40 ,  G16H50/20 ,  G16H50/70

CPC分类号： G06T7/0012 ,  G01N15/1429 ,  G01N15/1475 ,  G06N3/045 ,  G06N3/08 ,  G06N20/20 ,  G06V10/82 ,  G16H10/40 ,  G16H30/40 ,  G16H50/20 ,  G16H50/70 ,  G01N2015/1006

摘要： Disclosed is a method for supporting disease analysis, the method including classifying, on the basis of images obtained from a plurality of analysis target cells contained in a specimen collected from a subject, a morphology of each analysis target cell, and obtaining cell morphology classification information corresponding to the specimen, on the basis of a result of the classification; and analyzing a disease of the subject by means of a computer algorithm, on the basis of the cell morphology classification information.

公开(公告)号：US11830188B2

公开(公告)日：2023-11-28

申请号：US17398850

申请日：2021-08-10

申请人： JUNTENDO EDUCATIONAL FOUNDATION ,  SYSMEX CORPORATION

发明人： Akimichi Ohsaka ,  Yoko Tabe ,  Konobu Kimura

IPC分类号： G06T7/00 ,  G06N3/08 ,  G06V20/69 ,  G06F18/214 ,  G06F18/2431 ,  G06V10/764 ,  G06V10/82 ,  G06V10/44

CPC分类号： G06T7/0012 ,  G06F18/2148 ,  G06F18/2431 ,  G06N3/08 ,  G06V10/449 ,  G06V10/764 ,  G06V10/82 ,  G06V20/698 ,  G06T2207/20076 ,  G06T2207/20081 ,  G06T2207/20084

摘要： Disclosed is an image analysis method including inputting analysis data, including information regarding an analysis target cell to a deep learning algorithm having a neural network structure, and analyzing an image by calculating, by use of the deep learning algorithm, a probability that the analysis target cell belongs to each of morphology classifications of a plurality of cells belonging to a predetermined cell group.

公开(公告)号：US11093729B2

公开(公告)日：2021-08-17

申请号：US16406523

申请日：2019-05-08

申请人： JUNTENDO EDUCATIONAL FOUNDATION ,  SYSMEX CORPORATION

发明人： Akimichi Ohsaka ,  Yoko Tabe ,  Konobu Kimura

IPC分类号： G06K9/00 ,  G06K9/62 ,  G06N3/08 ,  G06T7/00

摘要： Disclosed is an image analysis method including inputting analysis data, including information regarding an analysis target cell to a deep learning algorithm having a neural network structure, and analyzing an image by calculating, by use of the deep learning algorithm, a probability that the analysis target cell belongs to each of morphology classifications of a plurality of cells belonging to a predetermined cell group.