IP Library › Granted Patent US 12,427,376
Granted Patent B2
US 12,427,376 · App. 17/854,968 · Granted Sep 30, 2025

Systems and methods for an artificial intelligence engine to optimize a peak performance

Inventor: Steven Mason (Las Vegas, NV)
Assignee: ROM Technologies, Inc.
A63B24/0075A63B21/0058A63B24/0062G06N20/00G16H10/60G16H20/30A63B2022/0094A63B22/0605A63B2024/0093
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Quick Facts
Patent No.
US 12,427,376
App. No.
17/854,968
Granted
Sep 30, 2025
Kind
B2
Abstract

The present disclosure provides a method for performing a treatment plan, wherein the method comprises: receiving first patient data, wherein the first patient data includes at least a first patient identifier associated with the first patient and a first treatment plan; receiving second patient data, wherein the second patient data includes a second patient identifier associated with the second patient and a second treatment plan; receiving first measurement data associated with a first performance level of the first treatment plan by the first patient; receiving second measurement data associated with a second performance level of the second treatment plan by the second patient; determining differential data, wherein the determining is based on a contrast of the first or the second measurement data or first or second patient data; and generating, based on the differential data, an instruction to modify an operating state of the treatment apparatus.

Claims (36)

1. A method for performing, by two or more patients, a respective treatment plan with respective first and second exercise apparatuses, the method comprising:

receiving first patient data, wherein the first patient data includes at least a first patient identifier associated with the first patient and a first treatment plan;

receiving second patient data, wherein the second patient data includes a second patient identifier associated with the second patient and a second treatment plan;

receiving first measurement data associated with a first performance level of the first treatment plan by the first patient;

receiving second measurement data associated with a second performance level of the second treatment plan by the second patient;

determining differential data, wherein the determining is based on a contrast of one or more of the first and the second measurement data and first and second patient data;

based on the differential data, generating, via an artificial intelligence engine, an instruction to modify an operating state of at least one of the first and the second exercise apparatus; and

based on the differential data, generating, using the artificial intelligence engine, message data comprising at least one of audio data, visual data, and haptic data.

2. The method of claim 1 , further comprising controlling, based on the instruction, the at least one of the first and the second exercise apparatus.

3. The method of claim 2 , wherein controlling the at least one of the first and the second exercise apparatus, comprises modifying an operating state of the exercise apparatus.

4. The method of claim 1 , wherein the patient identifiers each comprise at least one of a measurement of a vital sign of patient, a respiration rate of the patient, a heartrate of the patient, a heart rhythm of a patient, an oxygen saturation of the patient, a sugar level of the patient, a composition of blood of the patient, a cerebral activity of the patient, a cognitive activity of the patient, a lung capacity of the patient, a temperature of the patient, a blood pressure of the patient, an eye movement of the patient, a degree of dilation of an eye of the patient, a reaction time, a sound produced by the patient, a perspiration rate of the patient, an elapsed time for using the exercise apparatus, an amount of force exerted on a portion of the exercise apparatus, a range of motion achieved on the exercise apparatus, a movement speed of a portion of the exercise apparatus, a pressure exerted on a portion of the exercise apparatus, a movement acceleration of a portion of the exercise apparatus, a movement jerk of a portion of the exercise apparatus, a torque level of a portion of the exercise apparatus, and an indication of a plurality of pain levels experienced by the patient when using the exercise apparatus.

5. The method of claim 4 , wherein the patient identifiers are each associated with a prior exercise performed by the first and second patient.

6. The method of claim 5 , wherein the patient identifiers are each associated with a performance level associated with a prior treatment plan.

7. The method of claim 1 , wherein each of the first and the second performance levels comprise at least one of a measurement of patient identifiers each comprise at least one of a measurement of a vital sign of patient, a respiration rate of the patient, a heartrate of the patient, a heart rhythm of a patient, an oxygen saturation of the patient, a sugar level of the patient, a composition of blood of the patient, a cerebral activity of the patient, a cognitive activity of the patient, a lung capacity of the patient, a temperature of the patient, a blood pressure of the patient, an eye movement of the patient, a degree of dilation of an eye of the patient, a reaction time, a sound produced by the patient, a perspiration rate of the patient, an elapsed time of using the exercise apparatus, an amount of force exerted on a portion of the exercise apparatus, a range of motion achieved on the exercise apparatus, a speed of a portion of the exercise apparatus, a pressure exerted on a portion of the exercise apparatus, an acceleration of a portion of the exercise apparatus, a torque exerted to a portion of the exercise apparatus, and an indication of a plurality of pain levels experienced by the patient when using the exercise apparatus.

8. The method of claim 7 , wherein the performance levels are each measured relative to at least one of the first and the second exercises.

9. The method of claim 8 , wherein the first and the second performance levels are each measured relative to at least one prior exercise.

10. The method of claim 9 , wherein the first and the second performance levels are measured relative to at least one prior exercise associated with at least one of the first and the second patient.

11. A system for performing, by two or more patients, exercises with an exercise apparatus, the system comprising:

a processing device; and

a memory including instruction that, when executed by the processing device, cause the processing device to:

receive first patient data, wherein the first patient data includes at least a first patient identifier associated with the first patient and a first treatment plan;

receive second patient data, wherein the second patient data includes a second patient identifier associated with the second patient and a second treatment plan;

receive first measurement data associated with a first performance level of the first treatment plan by the first patient;

receive second measurement data associated with a second performance level of the second treatment plan by the second patient;

determine, via an artificial intelligence engine and based on a contrast of one or more of the first and the second measurement data and first and second patient data, differential data;

based on the differential data, generate, via the artificial intelligence engine, an instruction to modify an operating state of the exercise apparatus; and

based on the differential data, generate, using the artificial intelligence engine, message data comprising at least one of audio data, visual data, and haptic data.

12. The system of claim 11 , further comprised of control, based on the differential data, the second the exercise apparatus.

13. The system of claim 12 , wherein the control of the exercise apparatus comprises modifying an operating state of the exercise apparatus.

14. The system of claim 11 , wherein the patient identifiers each comprise at least one of a measurement of a vital sign of patient, a respiration rate of the patient, a heartrate of the patient, a heart rhythm of a patient, an oxygen saturation of the patient, a sugar level of the patient, a composition of blood of the patient, a cerebral activity of the patient, a cognitive activity of the patient, a lung capacity of the patient, a temperature of the patient, a blood pressure of the patient, an eye movement of the patient, a degree of dilation of an eye of the patient, a reaction time, a sound produced by the patient, a perspiration rate of the patient, an elapsed time of using the exercise apparatus, an amount of force exerted on a portion of the exercise apparatus, a range of motion achieved on the exercise apparatus, a speed of a portion of the exercise apparatus, a pressure exerted on a portion of the exercise apparatus, an acceleration of a portion of the exercise apparatus, a torque exerted to a portion of the exercise apparatus, and an indication of a plurality of pain levels experienced by the patient when using the exercise apparatus.

15. The system of claim 14 , wherein the patient identifiers are each associated with a prior exercise performed by the patient.

16. The system of claim 15 , wherein the patient identifiers are each associated with a performance level associated with a prior exercise.

17. The system of claim 11 , wherein each of the first and the second performance levels comprise at least one of a measurement of a vital sign of patient, a respiration rate of the patient, a heartrate of the patient, a heart rhythm of a patient, an oxygen saturation of the patient, a sugar level of the patient, a composition of blood of the patient, a cerebral activity of the patient, a cognitive activity of the patient, a lung capacity of the patient, a temperature of the patient, a blood pressure of the patient, an eye movement of the patient, a degree of dilation of an eye of the patient, a reaction time, a sound produced by the patient, a perspiration rate of the patient, an elapsed time of using the exercise apparatus, an amount of force exerted on a portion of the exercise apparatus, a range of motion achieved on the exercise apparatus, a movement speed of a portion of the exercise apparatus, a pressure exerted on a portion of the exercise apparatus, a movement acceleration of a portion of the exercise apparatus, a movement jerk of a portion of the exercise apparatus, a torque level of a portion of the exercise apparatus, and an indication of a plurality of pain levels experienced by the patient when using the exercise apparatus.

18. The system of claim 17 , wherein the first and the second performance levels are measured relative to at least one of first and second exercises.

19. The system of claim 18 , wherein the first and the second performance levels are measured relative to at least one prior exercise.

20. The system of claim 19 , wherein the first and the second performance levels are measured relative to at least one prior exercise of at least one of the first and the second patient.

Assignments (1)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Dec 1, 2022
From: MASON, STEVEN
To: ROM TECHNOLOGIES, INC.
Reel/Frame 061947/0824 →
Continuity (6)
Continuation In Part 17739906 · May 9, 2022
Continuation 17150938 · Jan 15, 2021
Continuation In Part 17021895 · Sep 15, 2020
Provisional Application 63216805 · Jun 30, 2021
Provisional Application 62910232 · Oct 3, 2019
Related Publication 20230078793A1 · Mar 16, 2023
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