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.

Machine learningVisionAI hardwareG16B 20/20G16B 20/00G16B 30/00G16B 40/00G16B 20/10

AI classification

AI hardware0.99
Vision0.91
Machine learning0.91
Knowledge representation0.50
Planning0.44
Natural language0.05
Evolutionary computation0.00
Speech0.00

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.

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