IP Library Granted Patent US 12,731,670
Granted Patent B2
US 12,731,670 · App. 18/893,768 · Granted Sep 8, 2026

Method and system for using artificial intelligence and machine learning to create optimal treatment plans based on monetary value amount generated and/or patient outcome

Inventor: Steven Mason (Las Vegas, NV)
Assignee: ROM Technologies, Inc.
G16H20/30G06Q20/102G06Q40/02G16H80/00
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Quick Facts
Patent No.
US 12,731,670
App. No.
18/893,768
Granted
Sep 8, 2026
Kind
B2
Abstract

A method is includes receiving a set of treatment plans that, when applied to patients, cause outcomes to be achieved by the patients, receiving a set of monetary value amounts associated with the set of treatment plans, receiving a set of constraints, where the set of constraints comprises rules pertaining to billing codes associated with the set of treatment plans. The method includes generating, by an artificial intelligence engine, customized treatment plans for a patient, where the generating is based on the set of treatment plans, the set of monetary value amounts, and the set of constraints. Each of the customized treatment plans complies with the set of constraints and represents a patient outcome and an associated monetary value amount generated. The method includes transmitting the customized treatment plans to a computing device. The method includes receiving a selection of a treatment plan and controlling an electromechanical machine.

Claims (60)

1 . A method comprising:

receiving a set of treatment plans that, when applied to patients, cause outcomes to be achieved by the patients;

receiving a set of monetary value amounts associated with the set of treatment plans, wherein a respective monetary value amount of the set of monetary value amounts is associated with a respective treatment plan of the set of treatment plans;

receiving a set of constraints, wherein the set of constraints comprises rules pertaining to billing codes associated with the set of treatment plans;

generating, by an artificial intelligence engine, customized treatment plans for a patient, wherein the generating is based on the set of treatment plans, the set of monetary value amounts, and the set of constraints, wherein each of the customized treatment plans complies with the set of constraints and represents a patient outcome and represents an associated monetary value amount generated, wherein each of the customized treatment plans comprises one or more procedures, wherein the one or more procedures correspond to the associated monetary value amount for each of the customized treatment plans;

transmitting the customized treatment plans to be presented on a computing device;

receiving a selection of a treatment plan from the customized treatment plans; and

controlling, based on the received selection of the treatment plan, the operation of an electromechanical machine.

2 . The method of claim 1 , wherein the customized treatment plans are for habilitation, pre-habilitation prehabitation, rehabilitation, post-habilitation, exercise, strength, pliability, flexibility, weight stability, weight gain, weight loss, cardiovascular fitness, endurance, respiratory fitness, or some combination thereof.

3 . The method of claim 1 , further comprising:

receiving a selection of a certain monetary value amount of the set of monetary value amounts; and

generating, by the artificial intelligence engine, an customized treatment plan based on the set of treatment plans, the certain monetary value amount, and the set of constraints, wherein the customized treatment plan complies with the set of constraints and represents another patient outcome and the certain monetary value amount.

4 . The method of claim 1 , wherein the set of treatment plans specifies a set of exercises to be performed by the patient using a treatment apparatus, and the method further comprises:

receiving a set of billing codes associated with the set of exercises; and correlating the set of billing codes with the rules.

5 . The method of claim 1 , further comprising:

receiving levels of risk associated with the set of treatment plans, wherein the generating the customized treatment plans is also based on the levels of risk; and

transmitting the customized treatment plans and the level of risks to be presented on the computing device of the medical professional.

6 . The method of claim 1 , wherein:

a first customized treatment plan of the customized treatment plans results in a first patient outcome and a first monetary value amount generated; and

a second customized treatment plan of the customized treatment plans results in a second patient outcome and a second monetary value amount generated, wherein the second patient outcome is better than the first patient outcome and the second revenue value generated is greater than the first monetary value amount generated.

7 . The method of claim 1 , wherein the set of constraints further comprises constraints set forth in regulations, laws, or some combination thereof.

8 . The method of claim 1 , further comprising transmitting the customized treatment plans to be presented on a computing device of the patient in real-time or near real-time during a telemedicine session in which the computing device of the medical professional is engaged.

9 . The method of claim 1 , further comprising:

receiving a selection of an customized treatment plan from the customized treatment plans;

and controlling, based on the customized treatment plan, a treatment apparatus while the patient uses the treatment apparatus.

10 . The method of claim 9 , wherein the controlling is performed distally.

11 . The method of claim 1 , wherein:

the customized treatment plans are presented on the computing device of a medical professional during a telemedicine session in which a computing device of the patient is engaged.

12 . The method of claim 1 , wherein:

the customized treatment plans are presented on the computing device of patient during a telemedicine session in which a computing device of a medical professional is engaged.

13 . The method of claim 1 , wherein the generating, based on the set of treatment plans, the set of monetary value amounts, and the set of constraints, the customized treatment plans further comprises optimizing the customized treatment plans for revenue generated, profit generated, cash flow generated, free cash flow generated, gross revenue generated, earnings before interest, taxes, depreciation and amortization (EBITDA) generated, or some combination thereof.

14 . A system, comprising:

a processing device communicatively coupled to the memory device, the processing device executes the instructions to:

receive a set of treatment plans that, when applied to patients, cause outcomes to be achieved by the patients;

receive a set of monetary value amounts associated with the set of treatment plans, wherein a respective monetary value amount of the set of monetary value amounts is associated with a respective treatment plan of the set of treatment plans;

receive a set of constraints, wherein the set of constraints comprises rules pertaining to billing codes associated with the set of treatment plans;

generate, by an artificial intelligence engine, customized treatment plans for a patient, wherein the generating is based on the set of treatment plans, the set of monetary value amounts, and the set of constraints, wherein each of the customized treatment plans complies with the set of constraints and represents a patient outcome and an associated monetary value amount generated, wherein each of the customized treatment plans comprises one or more procedures, wherein the one or more procedures correspond to the associated monetary value amount for each of the customized treatment plans;

transmit the customized treatment plans to be presented on a computing device;

receive a selection of a treatment plan from the customized treatment plans;

control, based on the received selection of the treatment plan, the operation of an electromechanical machine.

15 . The system of claim 14 , wherein the customized treatment plans are for habilitation, pre-habilitation prehabilitation, rehabilitation, post-habilitation, exercise, strength, pliability, flexibility, weight stability, weight gain, weight loss, cardiovascular fitness, endurance, respiratory fitness, or some combination thereof.

16 . The system of claim 14 , wherein the processing device is further to:

receive a selection of a certain monetary value amount of the set of monetary value amounts; and

generate, by the artificial intelligence engine, an customized treatment plan based on the set of treatment plans, the certain monetary value amount, and the set of constraints, wherein the customized treatment plan complies with the set of constraints and represents another patient outcome and the certain monetary value amount.

17 . The system of claim 14 , wherein the set of treatment plans specifies a set of exercises to be performed by the patient using a treatment apparatus, and the processing device is further to:

receive a set of billing codes associated with the set of exercises; and correlate the set of billing codes with the rules.

18 . The system of claim 14 , wherein the processing device is further to:

receive levels of risk associated with the set of treatment plans, wherein the generating the customized treatment plans is also based on the levels of risk; and

transmit the customized treatment plans and the level of risks to be presented on the computing device of the medical professional.

19 . The system of claim 14 , wherein:

a first customized treatment plan of the customized treatment plans results in a first patient outcome and a first monetary value amount generated; and

a second customized treatment plan of the customized treatment plans results in a second patient outcome and a second monetary value amount generated, wherein the second patient outcome is better than the first patient outcome and the second revenue value generated is greater than the first monetary value amount generated.

20 . A tangible, non-transitory computer-readable medium storing instructions that, when executed, cause a processing device to:

receive a set of treatment plans that, when applied to patients, cause outcomes to be achieved by the patients;

receive a set of monetary value amounts associated with the set of treatment plans, wherein a respective monetary value amount of the set of monetary value amounts is associated with a respective treatment plan of the set of treatment plans;

receive a set of constraints, wherein the set of constraints comprises rules pertaining to billing codes associated with the set of treatment plans;

generate, by an artificial intelligence engine, customized treatment plans for a patient, wherein the generating is based on the set of treatment plans, the set of monetary value amounts, and the set of constraints, wherein each of the customized treatment plans complies with the set of constraints and represents a patient outcome and an associated monetary value amount generated, wherein each of the customized treatment plans comprises one or more procedures, wherein the one or more procedures correspond to the associated monetary value amount for each of the customized treatment plans;

transmit the customized treatment plans to be presented on a computing device;

receive a selection of a treatment plan from the customized treatment plans; and

control, based on the received selection of the treatment plan, the operation of an electromechanical machine.

Assignments (1)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Apr 24, 2025
From: MASON, STEVEN
To: ROM TECHNOLOGIES, INC.
Reel/Frame 071036/0325 →
Continuity (7)
Continuation 18059778 · Nov 29, 2022
Continuation 16987048 · Aug 6, 2020
Continuation 17148339 · Jan 13, 2021
Continuation 16987048 · Aug 6, 2020
Continuation In Part 17021895 · Sep 15, 2020
Provisional Application 62910232 · Oct 3, 2019
Related Publication 20250014710A1 · Jan 9, 2025
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