IP Library Granted Patent US 12,367,959
Granted Patent B2
US 12,367,959 · App. 18/629,577 · Granted Jul 22, 2025

System and method for using AI/ML to generate treatment plans to stimulate preferred angiogenesis

Inventors: Joel Rosenberg (Brookfield, CT); Steven Mason (Las Vegas, CT)
Assignee: ROM Technologies, Inc.
G16H20/30A63B24/0062G16H50/30A63B2024/0065
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Quick Facts
Patent No.
US 12,367,959
App. No.
18/629,577
Granted
Jul 22, 2025
Kind
B2
Abstract

A computer-implemented system includes a processing device configured to receive a plurality of user and blood vessel characteristics associated with a user, generate a selected set of user and blood vessel characteristics, determine, based on the selected set of the user and blood vessel characteristics, a probability that angiogenesis will occur, and generate, based on the probability and the selected set of the user and blood vessel characteristics, a treatment plan that includes one or more exercises directed to modifying the probability that angiogenesis will occur, and a treatment apparatus configured to implement the treatment plan while the treatment apparatus is being manipulated by the user.

Claims (37)

1. A computer-implemented system for controlling an electromechanical machine, the computer-implemented system comprising:

one or more processing devices that

receive blood vessel characteristics associated with a user,

determine, based on the blood vessel characteristics, a probability that angiogenesis will occur, and

generate, based on the probability and the blood vessel characteristics, a treatment plan that includes one or more exercises directed to modifying the probability that angiogenesis will occur; and

the electromechanical machine that implements the treatment plan while the electromechanical machine is being manipulated by the user, wherein, responsive to the one or more processing devices, and to implement the one or more exercises of the treatment plan directed to modifying the probability that angiogenesis will occur, the electromechanical machine is controlled by the computer-implemented system responsive to the one or more processing devices.

2. The computer-implemented system of claim 1 , wherein the blood vessel characteristics include at least one of blockage of a blood vessel of the user, familial history of blood vessel disease, heart rate of the user, and blood pressure of the user.

3. The computer-implemented system of claim 1 , wherein to modify the probability that angiogenesis will occur, the treatment plan is configured to one of stimulate and inhibit angiogenesis.

4. The computer-implemented system of claim 1 , wherein the one or more processing devices further:

execute a blood vessel characteristics model, wherein the blood vessel characteristics model is configured to at least one of assign weights to blood vessel characteristics, rank the blood vessel characteristics, and filter the blood vessel characteristics.

5. The computer-implemented system of claim 4 , wherein the one or more processing devices further:

execute a probability model, wherein the probability model is configured to assign weights to characteristics in input that predict that angiogenesis will occur.

6. The computer-implemented system of claim 4 , wherein the one or more processing devices further:

execute a treatment plan model, wherein the treatment plan model is configured to assign weights to characteristics that modify the treatment plan to reduce the probability that angiogenesis will occur.

7. The computer-implemented system of claim 6 , wherein, based on an indication of whether angiogenesis is desirable, the treatment plan model is configured to generate the treatment plan.

8. The computer-implemented system of claim 6 , wherein, in response to a determination that angiogenesis is desirable, the treatment plan model is configured to generate the treatment plan to increase the probability that angiogenesis will occur.

9. The computer-implemented system of claim 6 , wherein, in response to a determination that angiogenesis is not desirable, the treatment plan model is configured to generate the treatment plan to decrease the probability that angiogenesis will occur.

10. The computer-implemented system of claim 1 , wherein, subsequent to implementing the treatment plan using the electromechanical machine, the one or more processing devices modify the treatment plan based on a determination of whether the probability that angiogenesis will occur changed.

11. The computer-implemented system of claim 10 , wherein the one or more processing devices transmit the modified treatment plan to cause the electromechanical machine to implement at least one modified exercise of the modified treatment plan.

12. The computer-implemented system of claim 1 , wherein the one or more processing devices initiate, while the user performs the treatment plan, a telemedicine session between a computing device of the user and a computing device of a healthcare professional.

13. A method for controlling an electromechanical machine using a computer-implemented system, the method comprising:

receiving blood vessel characteristics associated with a user;

determining, based on the blood vessel characteristics, a probability that angiogenesis will occur;

generating, based on the probability and the blood vessel characteristics, a treatment plan that includes one or more exercises directed to modifying the probability that angiogenesis will occur; and

using the electromechanical machine, implementing the treatment plan while electromechanical machine is being manipulated by the user, wherein using the electromechanical machine includes controlling, by the computer-implemented system, the electromechanical machine to implement the one or more exercises of the treatment plan directed to modifying the probability that angiogenesis will occur.

14. The method of claim 13 , wherein the blood vessel characteristics include at least one of blockage of a blood vessel of the user, familial history of blood vessel disease, heart rate of the user, and blood pressure of the user.

15. The method of claim 13 , wherein modifying the probability that angiogenesis will occur includes one of stimulating and inhibiting angiogenesis.

16. The method of claim 13 , further comprising:

executing a blood vessel model, wherein the blood vessel model is configured to at least one of: assign weights to the blood vessel characteristics, rank the blood vessel characteristics, and filter the blood vessel characteristics.

17. The method of claim 16 , further comprising:

executing a probability model, wherein the probability model is configured to assign weights to characteristics in input that predict that angiogenesis will occur.

18. The method of claim 16 , further comprising:

executing a treatment plan model, wherein the treatment plan model is configured to assign weights to characteristics that modify the treatment plan to reduce the probability that angiogenesis will occur.

19. The method of claim 18 , further comprising:

based on an indication of whether angiogenesis is desirable, using the treatment plan model to generate the treatment plan.

20. The method of claim 18 , further comprising:

in response to a determination that angiogenesis is desirable, using the treatment plan model to generate the treatment plan to increase the probability that angiogenesis will occur.

Continuity (9)
Continuation 18129696 · Mar 31, 2023
Continuation In Part 17736891 · May 4, 2022
Continuation In Part 17379542 · Jul 19, 2021
Continuation 17146705 · Jan 12, 2021
Continuation In Part 17021895 · Sep 15, 2020
Provisional Application 63113484 · Nov 13, 2020
Provisional Application 62910232 · Oct 3, 2019
Provisional Application 63407049 · Sep 15, 2022
Related Publication 20240339192A1 · Oct 10, 2024
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