US 11,996,184 B2
Method and system for detecting pneumothorax
Min Chul Kim, Seoul (KR); Chang Min Park, Seoul (KR); and Eui Jin Hwang, Seoul (KR)
Assigned to LUNIT INC., Seoul (KR); and SEOUL NATIONAL UNIVERSITY HOSPITAL, Seoul (KR)
Filed by Lunit Inc., Seoul (KR); and SEOUL NATIONAL UNIVERSITY HOSPITAL, Seoul (KR)
Filed on Dec. 22, 2022, as Appl. No. 18/086,977.
Application 18/086,977 is a continuation of application No. 16/680,783, filed on Nov. 12, 2019, granted, now 11,564,650.
Claims priority of application No. 10-2019-0109151 (KR), filed on Sep. 3, 2019.
Prior Publication US 2023/0129667 A1, Apr. 27, 2023
This patent is subject to a terminal disclaimer.
Int. Cl. G06T 7/11 (2017.01); A61B 6/00 (2006.01); A61B 6/46 (2024.01); A61B 34/10 (2016.01); A61M 1/04 (2006.01); G06F 18/2431 (2023.01); G06N 20/00 (2019.01); G06T 7/00 (2017.01); G06T 7/70 (2017.01); G06V 10/25 (2022.01); G06V 10/764 (2022.01); G06V 10/82 (2022.01); G16H 30/40 (2018.01); G16H 50/20 (2018.01)
CPC G16H 30/40 (2018.01) [A61B 6/5217 (2013.01); A61B 34/10 (2016.02); A61M 1/04 (2013.01); G06F 18/2431 (2023.01); G06N 20/00 (2019.01); G06T 7/0012 (2013.01); G06T 7/11 (2017.01); G06T 7/70 (2017.01); G06V 10/25 (2022.01); G06V 10/764 (2022.01); G06V 10/82 (2022.01); G16H 50/20 (2018.01); A61B 6/461 (2013.01); A61B 2034/107 (2016.02); G06T 2207/20081 (2013.01); G06T 2207/30012 (2013.01); G06T 2207/30061 (2013.01); G06V 2201/03 (2022.01)] 16 Claims
OG exemplary drawing
 
1. A pneumothorax detection method performed by a computing device, comprising:
receiving a medical image;
obtaining predicted pneumothorax information and predicted tube information from the medical image based on a trained pneumothorax prediction model; and
classifying the medical image as an emergency pneumothorax, in response to determining that a region in which the pneumothorax exists does not include a tube based on the predicted pneumothorax information and the predicted tube information.