Granted Patent B2

US 12,651,666 · App. 17/567,340 · Granted Jun 9, 2026

Inventors: Robert L. Masson (Windermere, FL); Raymond G. Oktavec (Fort Lauderdale, FL); Douglas Sonders (Ashburn, VA); Nicholas Cambata (Ashburn, VA)

Assignee: EXPANDED EXISTENCE INC.

G16H40/67G06F3/011G16H40/20

Abstract

Claims (51)

1 . A system for remote optimization of a medical procedure, the system comprising:

a plurality of mixed reality devices, each mixed reality device is associated with a respective medical procedure room for acquiring surgical technique data of a surgical technique for performing the respective medical procedure using an equipment during the medical procedure in the corresponding medical procedure room;

a plurality of optimization systems for optimizing the medical procedure, each optimization system of the plurality of optimization systems is communicatively coupled with the respective mixed reality device for optimizing the surgical technique for performing the medical procedure to be performed in the corresponding medical procedure room during the medical procedure, wherein each of the plurality of optimization systems is configured to:

obtain, via an optimization computing device transceiver, the surgical technique data of the surgical technique for performing the respective medical procedure using the equipment during the medical procedure from the respective mixed reality device,

obtain, via the optimization computing device transceiver, reference surgical technique data for performing the respective medical procedure using the equipment,

compare, via an optimization computing device processor, the obtained reference surgical technique data and the acquired surgical technique data to optimize the respective medical procedure during the medical procedure by:

determining whether the acquired surgical technique data correspond to the obtained reference surgical technique data during the medical procedure,

identifying a deviation of the acquired surgical technique data from the obtained reference surgical technique data during the medical procedure based on the determination, and

providing recommendations for optimal surgical technique for performing the respective medical procedure using the equipment during the medical procedure based on the determination and the identified deviation, and

determine, via the optimization computing device processor, data associated with one or more predefined performance parameters of the corresponding medical procedure performed on a respective patient; and

a remote medical technology optimization system communicatively coupled to the plurality of optimization systems, the remote medical technology optimization system configured to:

obtain, from each of the plurality of optimization systems, the data associated with the one or more predefined performance parameters of the medical procedure and data associated with medical health of the respective patient based on and upon completion of the medical procedure performed in the respective medical procedure rooms,

compare, using one or more machine learning modules, the data associated with the one or more predefined performance parameters and the data associated with the medical health of the respective patient,

determine, using the one or more machine learning modules, an optimal relationship between the data associated with the one or more predefined performance parameters and the data associated with the medical health based on the comparison,

determine optimized data associated with the one or more predefined performance parameters for the medical procedure based on the optimal relationship,

determine, for each of the plurality of optimization systems, whether the optimized data associated with the one or more predefined performance parameters satisfies a predefined criteria, and

repeat the operations of the corresponding optimization system until the optimized data associated with the one or more predefined performance parameters satisfies the predefined criteria.

2 . The system of claim 1 , wherein the remote medical technology optimization system is further configured to:

obtain, from each of the plurality of optimization systems, the surgical technique data of the surgical technique for performing the respective medical procedures using the equipment,

determine another optimal relationship between the obtained surgical technique data and the data associated with the one or more predefined performance parameters, and

optimize the data associated with the one or more predefined parameters for the medical procedure based on the determined other optimal relationship.

3 . The system of claim 1 , wherein each of the plurality of optimization systems is configured to obtain the reference data from one or more of a medical enabling technology system, a communication device, or a storage device, and further wherein the reference data includes medical diagnosis data, training data associated with the one or more attributes related to the surgical technique for performing the medical procedure using the equipment, and recommendation surgical technique data for performing the medical procedure using the equipment.

4 . The system of claim 1 , further comprising:

at least one device communicatively coupled to one or more of the plurality of optimization systems, wherein the at least one device is configured to:

receive, from the one or more of the plurality of optimization systems, the acquired surgical technique data of the surgical technique for performing the respective medical procedure using the equipment,

receive the data associated with the medical health of the patient during execution of the respective medical procedure,

determine a relationship between the acquired surgical technique data and the received data associated with the medical health of the patient, and

provide the reference surgical technique data for optimizing the surgical technique for performing the medical procedure based on the determined relationship.

5 . The system of claim 1 , wherein the remote medical technology optimization system is further configured to determine the optimized data associated with the one or more predefined performance parameters for the medical procedure based on inputs obtained from one or more of a medical enabling technology system, a communication device, or a storage device.

6 . A method for remote optimization of a medical procedure, the method comprising:

acquiring, by each of a plurality of mixed reality devices associated with a respective medical procedure room, surgical technique data of a surgical technique for performing the respective medical procedure using the equipment during the medical procedure,

obtaining, by each of a plurality of optimization systems, the surgical technique data of the surgical technique for performing the respective medical procedure using the equipment from the respective mixed reality device during the medical procedure, wherein each optimization system of the plurality of optimization systems is communicatively coupled with the respective mixed reality device for optimizing the surgical technique for performing the medical procedure during the medical procedure in the corresponding medical procedure room,

obtaining, by each of the plurality of optimization systems, reference surgical technique data for performing the respective medical procedure using the equipment,

comparing, by each of the plurality of optimization systems, the obtained reference surgical technique data and the acquired surgical technique data to optimize the surgical technique for performing the respective medical procedure during the medical procedure, wherein the comparing comprises:

determining whether the acquired surgical technique data corresponds to the obtained reference surgical technique data,

identifying a deviation of the acquired surgical technique data from the obtained reference surgical technique data based on the determination, and

providing recommendations for optimal surgical technique for performing the respective medical procedure using the equipment during the medical procedure based on the determination and the identified deviation,

determining, by each of the plurality of optimization systems, data associated with one or more predefined performance parameters of the corresponding medical procedure performed on a respective patient,

obtaining, by a remote medical technology optimization system, from each of the plurality of optimization systems, the data associated with the one or more predefined performance parameters of the medical procedure and data associated with medical health of the respective patient based on and upon completion of the medical procedure performed in the respective medical procedure rooms from each of the plurality of optimization systems,

comparing, using one or more machine learning modules, the data associated with the one or more predefined performance parameters and the data associated with the medical health of the respective patient,

determining, by the remote medical technology optimization system using the one or more machine learning modules, an optimal relationship between the data associated with the one or more predefined performance parameters and the data associated with the medical health,

determining, by the remote medical technology optimization system, optimized data associated with the one or more predefined performance parameters for the medical procedure based on the optimal relationship,

determining, by the remote medical technology optimization system, for each of the plurality of optimization systems, whether the optimized data associated with the one or more predefined performance parameters satisfies a predefined criteria, and

repeating, by the remote medical technology optimization system, the operations of the corresponding optimization system until the optimized data associated with the one or more predefined performance parameters satisfies the predefined criteria.

7 . The method of claim 6 further comprising:

obtaining, from each of the plurality of optimization systems, the surgical technique data of the surgical technique for performing the respective medical procedures using the equipment,

determining another optimal relationship between the obtained surgical technique data and the data associated with the one or more predefined performance parameters, and

optimizing the data associated with the one or more predefined parameters of the medical procedure based on the determined other optimal relationship.

8 . The method of claim 6 further comprising:

obtaining, by the plurality of optimization systems, the reference data from one or more of a medical enabling technology system, a communication device, or a storage device, and further wherein the reference data includes medical diagnosis data, training data associated with the one or more attributes related to the surgical technique for performing the medical procedure using the equipment, and recommendation surgical technique data for performing the medical procedure using the equipment.

9 . The method of claim 6 , wherein the determination of the optimized data associated with the one or more predefined performance parameters for the medical procedure comprises inputs obtained from one or more of a medical enabling technology system, a communication device, or a storage device.

Assignments (2)

Continuity (2)

References Cited (23)