DISEASE DIAGNOSIS METHOD AND DEVICE USING MACHINE LEARNING-BASED LENS-FREE SHADOW IMAGING TECHNOLOGY - UNIV KOREA RES & BUSINESS FOUNDATION SEJONG CAMPUS

Title:

DISEASE DIAGNOSIS METHOD AND DEVICE USING MACHINE LEARNING-BASED LENS-FREE SHADOW IMAGING TECHNOLOGY

Document Type and Number:

WIPO Patent Application WO/2023/080601

Kind Code:

A1

Abstract:

Various embodiments pertain to a disease diagnosis method and device using machine learning-based lens-free shadow imaging technology, which may have the configuration of acquiring a lens-free shadow image for a blood sample as a cell image, learning the cell image through a machine learning model to derive a learning result, and diagnosing a disease in relation to the blood sample on the basis of the learning result.

Inventors:

SEO SUNGKYU (KR)
BAIK MINYOUNG (KR)
SHIN SANG HOON (KR)

Application Number:

PCT/KR2022/016923

Publication Date:

May 11, 2023

Filing Date:

November 01, 2022

Export Citation:

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Assignee:

UNIV KOREA RES & BUSINESS FOUNDATION SEJONG CAMPUS (KR)

International Classes:

G16H50/20; G01N21/17; G01N21/84; G06N3/04; G06N3/08; G06T7/00; G06T7/10

Domestic Patent References:

WO2020219468A1

2020-10-29

Foreign References:

KR20200058662A	2020-05-28
KR20040047971A	2004-06-05
KR102154335B1	2020-09-09
KR20160149809A	2016-12-28

Attorney, Agent or Firm:

YANG, Sungbo (KR)

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