Invention Grant
- Patent Title: Classifier construction method and method for determining life or death of cell using same
-
Application No.: US15774567Application Date: 2016-10-26
-
Publication No.: US10803290B2Publication Date: 2020-10-13
- Inventor: Hiroki Fujimoto , Masayoshi Kobayashi , Ryuzo Sasaki
- Applicant: SCREEN HOLDINGS CO., LTD. , FRONTIER PHARMA INC.
- Applicant Address: JP Kyoto JP Shiga
- Assignee: SCREEN HOLDINGS CO., LTD.,FRONTIER PHARMA INC.
- Current Assignee: SCREEN HOLDINGS CO., LTD.,FRONTIER PHARMA INC.
- Current Assignee Address: JP Kyoto JP Shiga
- Agency: McDermott Will & Emery LLP
- Priority: com.zzzhc.datahub.patent.etl.us.BibliographicData$PriorityClaim@783f1a9d
- International Application: PCT/JP2016/081669 WO 20161026
- International Announcement: WO2017/082048 WO 20170518
- Main IPC: G06K9/00
- IPC: G06K9/00 ; G01N21/64 ; C12M1/34

Abstract:
A technique for automatically and accurately determining life or death of cells in a sample prepared without any labeling, not relying on the subjectivity of a determiner, is intended. A fluorescent specimen in which respective fluorescence generation modes in response to excitation light are different from each other between a living cell and a dead cell is prepared, and fluorescence imaging of the fluorescent specimen is performed. Bright field imaging of the fluorescent specimen is performed, and respective positions of the living cell and the dead cell are specified from a fluorescent image. Image objects in a bright field image, which are located at positions corresponding to the specified positions of the living cell and the dead cell are extracted as a living cell object and a dead cell object, respectively, and a classifier is constructed through machine learning using supervisor data including respective feature vectors of the extracted objects.
Public/Granted literature
- US20200257886A1 CLASSIFIER CONSTRUCTION METHOD AND METHOD FOR DETERMINING LIFE OR DEATH OF CELL USING SAME Public/Granted day:2020-08-13
Information query