US 2025/0095812 A1Published application

System and Method for Continuously Optimizing Medical Reference Manuals

AssigneeExpanded Existence, Inc.

InventorsROBERT L. MASSON, RAYMOND G. OKTAVEC, KYLE A. MASSON, BRETT LUC MASSON

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Abstract

A system for continuously optimizing a medical reference manual for a type of medical procedure is described. The system includes one or more imaging devices and a server. Each imaging device is configured to capture a plurality of video frames associated with execution of the medical procedure. The server is configured to process the video frames to identify a medical item and a medical practitioner, identify one or more steps performed during the medical procedure, and create an operative report for the medical procedure based on the one or more steps. The server is configured to obtain one or more additional operative reports, analyze the one or more steps included in the operative report and steps included in the one or more additional operative reports to determine optimal steps for the medical procedure, and generate the medical reference manual based on the determined optimal steps.

Claims20

Dependent claims

A system for continuously optimizing a medical reference manual for a type of a medical procedure performed by a medical practitioner in a medical procedure room, the system comprising:

one or more imaging devices, each imaging device configured to capture a plurality of video frames associated with an execution of the medical procedure in the medical procedure room;
a server communicatively coupled to the one or more imaging devices, the server configured to:
process the plurality of video frames to identify a medical item and the medical practitioner in the plurality of video frames in the medical procedure room;
analyze the plurality of video frames to determine one or more first parameters associated with the medical item and one or more second parameters associated with the medical practitioner captured in the plurality of video frames;
associate the one or more first parameters of the medical item with the one or more second parameters of the medical practitioner to identify one or more steps performed during the medical procedure;
create an operative report for the medical procedure based on the one or more steps performed during the medical procedure, wherein the operative report is associated with a combination of a medical procedure identifier identifying a type of the medical procedure. a medical practitioner identifier identifying the medical practitioner, and a medical procedure room identifier identifying the medical procedure room;
obtain one or more additional operative reports associated with the combination of the medical procedure identifier, the medical practitioner identifier, and the medical procedure room identifier;
analyze, using a machine learning model, the one or more steps included in the operative report and steps included in the one or more additional operative reports to determine optimal steps for the medical procedure;
and
generate the medical reference manual based on the determined optimal steps for the medical procedure.

7 more elements

A method for continuously optimizing a medical reference manual for a type of a medical procedure performed by a medical practitioner in a medical procedure room, the method comprising:

capturing, by one or more imaging devices, a plurality of video frames associated with an execution of the medical procedure in the medical procedure room;
processing, by a server, the plurality of video frames to identify a medical item and the medical practitioner in the plurality of video frames in the medical procedure room;
analyzing, by the server, the plurality of video frames to determine one or more first parameters associated with the medical item and one or more second parameters associated with the medical practitioner captured in the plurality of video frames;
associating, by the server, the one or more first parameters of the medical item with the one or more second parameters of the medical practitioner to identify one or more steps performed during the medical procedure;
creating, by the server, an operative report for the medical procedure based on the one or more steps performed during the medical procedure, wherein the operative report is associated with a combination of a medical procedure identifier identifying a type of the medical procedure. a medical practitioner identifier identifying the medical practitioner, and a medical procedure room identifier identifying the medical procedure room;
obtaining, by the server, one or more additional operative reports associated with the combination of the medical procedure identifier, the medical practitioner identifier, and the medical procedure room identifier;
analyzing, by the server, the one or more steps included in the operative report and steps included in the one or more additional operative reports to determine optimal steps for the medical procedure using a machine learning model;
and
generating, by the server, the medical reference manual based on the determined optimal steps for the medical procedure.

6 more elements

Dependencies are inferred from the claim text.

Facts

Application: 18/470,562Filed 20 Sep 2023
Published: 20 Mar 2025
Term ends: Not estimatedThe source records don’t support an estimate.

Classification16 codes

G16H 15/00
Ict specially adapted for medical reports
G06T 7/0012
Inspection of images, e.g. flaw detection: biomedical image inspection
G06T 7/20
Image analysis: analysis of motion
G16H 30/20
ICT specially adapted for the handling or processing of medical images: for handling medical images, e.g. DICOM, HL7 or PACS

Family

US 12,718,915 B2Related patent
US 2025/0095812 A1This patent

From the US filing history. Foreign family members aren’t listed.

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