US 11,894,114 B2
Complex image data analysis using artificial intelligence and machine learning algorithms
David Seungwon Paik, Half Moon Bay, CA (US); Vernon Marshall, San Francisco, CA (US); Mark D. Longo, San Francisco, CA (US); Cameron Andrews, San Francisco, CA (US); Kojo Worai Osei, San Francisco, CA (US); Berk Norman, San Francisco, CA (US); and Ankit Goyal, San Francisco, CA (US)
Assigned to Sirona Medical, Inc., San Francisco, CA (US)
Filed by Sirona Medical, Inc., San Francisco, CA (US)
Filed on Jan. 7, 2021, as Appl. No. 17/143,808.
Application 17/143,808 is a continuation of application No. PCT/US2020/053840, filed on Oct. 1, 2020.
Claims priority of provisional application 62/909,027, filed on Oct. 1, 2019.
Prior Publication US 2021/0216822 A1, Jul. 15, 2021
Int. Cl. G06N 3/08 (2023.01); G16H 15/00 (2018.01); G06T 7/11 (2017.01); G06F 3/01 (2006.01); G06F 3/16 (2006.01); G06N 3/04 (2023.01); G10L 15/22 (2006.01); G06V 10/94 (2022.01); G06F 18/214 (2023.01); G06F 18/22 (2023.01); G06F 18/40 (2023.01)
CPC G16H 15/00 (2018.01) [G06F 3/013 (2013.01); G06F 3/167 (2013.01); G06F 18/2148 (2023.01); G06F 18/22 (2023.01); G06F 18/41 (2023.01); G06N 3/04 (2013.01); G06N 3/08 (2013.01); G06T 7/11 (2017.01); G06V 10/95 (2022.01); G10L 15/22 (2013.01); G06T 2200/24 (2013.01); G06T 2207/30041 (2013.01); G06V 2201/03 (2022.01)] 19 Claims
OG exemplary drawing
 
1. A computer based system for medical report generation, comprising:
(a) a processor;
(b) a display configured to show a graphical user interface for evaluating a medical image;
(c) a non-transitory computer readable storage medium encoded with a computer program that causes said processor to:
(i) analyze a medical image with an artificial intelligence-assisted image segmentation algorithm to label a plurality of image features;
(ii) generate a result comprising a computer-generated finding comprising a diagnosis and an anatomic variant, wherein said result is based on said medical image and said plurality of image features; and
(ii) generate a medical report including said computer-generated finding when a user accepts inclusion of said computer-generated finding within said medical report.