SOMATIC MUTATION DETECTION APPARATUS AND METHOD WITH REDUCED SEQUENCING PLATFORM-SPECIFIC ERROR

Patent №

US 11,640,662

Granted

2023-05-02

Filed 2021

Owner

SEOUL NATIONAL UNIVERSITY R&DB FOUNDATION

Lab

AI components

3

ml · vision · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17261164

A mutation detection apparatus includes a memory configured to store software for implementing a neural network and a processor configured to detect a mutation by executing the software, wherein the processor is configured to generate first genome data extracted from a target tissue and second genome data extracted from a normal tissue, extract image data by preprocessing the first genome data and the second genome data, and detect a mutation of the target tissue on the basis of the image data through the neural network trained to correct a sequencing platform-specific false positive.

Machine learningVisionAI hardwareG06T 7/0012G06V 10/82G06N 3/045G06N 3/0464G06N 3/08G06N 3/09G06V 10/40G06V 10/774+8 more

AI classification

Vision1.00
Machine learning1.00
AI hardware1.00
Evolutionary computation0.33
Natural language0.09
Knowledge representation0.01
Planning0.01
Speech0.00

Ownership

SEOUL NATIONAL UNIVERSITY R&DB FOUNDATION

assignment · 549470226

Assignors

BAEK, DAE HYUN, AHN, JUN HAK, JEON, HYEON SEONG, KIM, DO YEON

On an employer assignment, the assignors are typically the inventors.

From the same owner

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