公开(公告)号：US20230153992A1

公开(公告)日：2023-05-18

申请号：US17556971

申请日：2021-12-20

Applicant: KOREA ADVANCED INSTITUTE OF SCIENCE AND TECHNOLOGY

Inventor： Kyoung Gyun LEE ,  Sung Gap IM ,  Seok Jae LEE ,  Youn Seong SONG ,  Yoo Min PARK ,  Nam Ho BAE

IPC: G06T7/00 ,  G06T7/77 ,  G06V10/75 ,  G01N21/64 ,  G01N33/53

CPC classification number: G06T7/0012 ,  G06T7/77 ,  G06V10/753 ,  G01N21/6428 ,  G01N33/5302 ,  G06T2207/10056 ,  G06T2207/10064 ,  G06T2207/30242 ,  G06T2207/20084

Abstract: Provided are a device for a digital assay of targets according to an exemplary embodiment of the present disclosure and a method using the same. The digital assay method of targets according to the exemplary embodiment of the present disclosure includes acquiring an image for a plurality of microdroplets, predicting at least one region based on the image for the plurality of microdroplets using an artificial neural network-based prediction model configured to segment at least one region among positive microdroplets, negative microdroplets, and atypical microdroplets, with the image for the plurality of microdroplets as an input, determining a number for the plurality of microdroplets based on the at least one region, and providing quantitative data of targets based on the number for the plurality of microdroplets.