SYSTEM AND METHOD FOR ARTIFICIAL AGENT BASED COGNITIVE OPERATING ROOMS

Patent №

US 11,515,030

Granted

2022-11-29

Filed 2018

Owner

SIEMENS MEDICAL SOLUTIONS USA, INC.

+1 more

Lab

AI components

5

ml · nlp · vision · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16310565

An artificial agent based cognitive operating room system and a method thereof providing automated assistance for a surgical procedure are disclosed. Data related to the surgical procedure from multiple data sources is fused based on a current context. The data includes medical images of a patient acquired using one or more medical imaging modalities. Real-time quantification of patient measurements based on the data from the multiple data sources is performed based on the current context. Short-term predictions in the surgical procedure are forecasted based on the current context, the fused data, and the real-time quantification of the patient measurements. Suggestions for next steps in the surgical procedure and relevant information in the fused data are determined based on the current context and the short-term predictions. The suggestions for the next steps and the relevant information in the fused data are presented to an operator.

Machine learningNatural languageVisionKnowledge representationPlanningG16H 30/20G16H 30/40A61B 5/7267A61B 5/7405A61B 5/742A61B 5/746A61B 34/10A61B 34/25+16 more

AI classification

Machine learning1.00
Planning1.00
Vision1.00
Natural language0.95
Knowledge representation0.81
AI hardware0.37
Evolutionary computation0.10
Speech0.00

Ownership

SIEMENS MEDICAL SOLUTIONS USA, INC.

assignment · 477940857

SIEMENS HEALTHCARE GMBH

assignment · 479380135

Assignors

MANSI, TOMMASO, KAPOOR, ANKUR, PHEIFFER, THOMAS, ORDY, VINCENT, COMANICIU, DORIN

On an employer assignment, the assignors are typically the inventors.

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