DEVICE FOR DETECTING A DYNAMICAL NETWORK BIOMARKER, METHOD FOR DETECTING SAME, AND PROGRAM FOR DETECTING SAME
Patent №
US 11,328,792
Granted
2022-05-10
Filed 2015
Owner
JAPAN SCIENCE AND TECHNOLOGY AGENCY
Lab
—
AI components
3
ml · vision · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
14430724
The present invention provides a device, method, and program for detection of a biomarker candidate that may be used in a diagnosis of a pre-disease state indicating a transition from a healthy state to a disease state. Biological samples are collected from a subject to be measured at different times. Statistical data is obtained by aggregating measurement data obtained in measurement on collected biological samples. Thereafter, a process of obtaining high-throughput data (s1), a process of choosing differential biological molecules (s2), a process of clustering (s3), a process of choosing a DNB candidate (s4), and a process of identifying a DNB by significance analysis (s5) are carried out.
AI classification
Ownership
JAPAN SCIENCE AND TECHNOLOGY AGENCY
assignment · 364370796
Assignors
AIHARA, KAZUYUKI, CHEN, LUONAN, LIU, RUI, LIU, ZHIPING, LI, MEIYI
On an employer assignment, the assignors are typically the inventors.