US 12,367,967 B2
System and method for automated annotation of radiology findings
Doktor Gurson, Berkeley, CA (US); Jeffrey Chang, Berkeley, CA (US); Jeffrey Snell, Berkeley, CA (US); Eric Purdy, Berkeley, CA (US); Brandon Duderstadt, Berkeley, CA (US); and Deeptanshu Jha, Berkeley, CA (US)
Assigned to RAD AI, Inc., San Francisco, CA (US)
Filed by RAD AI, Inc., Berkeley, CA (US)
Filed on May 26, 2023, as Appl. No. 18/202,582.
Application 18/202,582 is a continuation of application No. 18/108,679, filed on Feb. 13, 2023.
Application 18/108,679 is a continuation of application No. 16/688,623, filed on Nov. 19, 2019, granted, now 11,610,667, issued on Mar. 21, 2023.
Claims priority of provisional application 62/769,131, filed on Nov. 19, 2018.
Prior Publication US 2023/0298737 A1, Sep. 21, 2023
Int. Cl. G16H 30/40 (2018.01); G06N 3/08 (2023.01); G16H 30/20 (2018.01)
CPC G16H 30/40 (2018.01) [G06N 3/08 (2013.01); G16H 30/20 (2018.01)] 19 Claims
OG exemplary drawing
 
1. A system, comprising:
a computing system comprising a server and associated hardware, wherein the computing system is configured to:
train a set of trained models based on annotated image data to determine a set of outputs, wherein the set of trained models are grouped into a first and a second set of trained models;
receive a set of radiology images associated with a patient;
determine a set of findings for the set of radiology images, wherein the set of findings are determined using the set of trained models;
automatically produce a set of overlays based on the set of outputs of the set of trained models, the set of overlays comprising a set of annotations associated with the set of radiology images based on the set of findings, wherein the annotations comprise at least one of: a hover box, a symbol, text, or a line;
transmit the set of overlays to a Picture Archiving and Communication System (PACS) system, wherein the PACS system displays the set of radiology images and the set of overlays;
remove a number of actions required to display an abnormal finding represented in the set of radiology images and require more actions to display a normal finding as compared to the abnormal finding, wherein an action of the actions comprises at least one of: a hotkey press, a mouse click, a mouse hover, a button press, or a keyboard click; and
transmit the set of findings to a reporting platform, wherein at least a portion of a radiologist report is generated based on the set of findings.