# US 2022/0044786 A1 · 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 > Agents: this data is available as JSON from the patentgrep API and MCP server — see https://patentgrep.com/llms.txt - Number: US 2022/0044786 A1 - Document ID: US20220044786A1 - Status: Published application - Kind: A1 - Application number: 16/987,048 - Filed: 2020-08-06 - Published: 2022-02-10 - Earliest claimed: 2020-08-06 - Assignees: ROM Technologies, Inc. - Applicants: Rom Technologies, Inc. - Inventors: Steven Mason - Web page: https://patentgrep.com/patent/US20220044786A1 ## CPC - G16H 20/30: relating to physical therapies or activities, e.g. physiotherapy, acupressure or exercising - G06Q 20/0855: {involving a third party} - G06Q 20/102: {Bill distribution or payments} - G06Q 20/405: {Establishing or using transaction specific rules} - G06Q 40/02: Banking, e.g. interest calculation or account maintenance (credit or loans G06Q40/03) - G07F 17/0092: {for assembling and dispensing of pharmaceutical articles (medical dispensers for private use, A61J7/00)} - G16H 40/67: for remote operation - G16H 50/30: for calculating health indices; for individual health risk assessment - G16H 50/70: for mining of medical data, e.g. analysing previous cases of other patients - G16H 80/00: ICT specially adapted for facilitating communication between medical practitioners or patients, e.g. for collaborative diagnosis, therapy or health monitoring - G16H: HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA - G06Q: INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR - G07F: COIN-FREED OR LIKE APPARATUS (coin sorting G07D3/00; coin testing G07D5/00; {handling coins or paper currencies apart from payment activated apparatus G07D; payment architectures, schemes or protocols G06Q20/00}) ## Abstract A method is disclosed for generating treatment plans for optimizing patient outcome and monetary value amount generated. The method 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 the artificial intelligence engine, optimal 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 optimal 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 optimal treatment plans to a computing device. ## Claims ### Claim 1 A method for generating, by an artificial intelligence engine, treatment plans for optimizing patient outcome and monetary value amount generated, the 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 the artificial intelligence engine, optimal 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 optimal treatment plans complies with the set of constraints and represents a patient outcome and an associated monetary value amount generated; and transmitting the optimal treatment plans to be presented on a computing device. ### Claim 2 (depends on 1) The method of claim 1, wherein the optimal treatment plans are for habilitation, pre-habilitation, rehabilitation, post-habilitation, exercise, strength, pliability, flexibility, weight stability, weight gain, weight loss, cardiovascular, endurance, respiratory, or some combination thereof. ### Claim 3 (depends on 1) 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 optimal treatment plan based on the set of treatment plans, the certain monetary value amount, and the set of constraints, wherein the optimal treatment plan complies with the set of constraints and represents another patient outcome and the certain monetary value amount. ### Claim 4 (depends on 1) 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. ### Claim 5 (depends on 1) The method of claim 1, further comprising: receiving levels of risk associated with the set of treatment plans, wherein the generating the optimal treatment plans is also based on the levels of risk; and transmitting the optimal treatment plans and the level of risks to be presented on the computing device of the medical professional. ### Claim 6 (depends on 1) The method of claim 1, wherein: a first optimal treatment plan of the optimal treatment plans results in a first patient outcome and a first monetary value amount generated; and a second optimal treatment plan of the optimal 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. ### Claim 7 (depends on 1) The method of claim 1, wherein the set of constraints further comprises constraints set forth in regulations, laws, or some combination thereof. ### Claim 8 (depends on 1) The method of claim 1, further comprising transmitting the optimal 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. ### Claim 9 (depends on 1) The method of claim 1, further comprising: receiving a selection of an optimal treatment plan from the optimal treatment plans; and controlling, based on the optimal treatment plan, a treatment apparatus while the patient uses the treatment apparatus. ### Claim 10 (depends on 9) The method of claim 9, wherein the controlling is performed distally. ### Claim 11 (depends on 1) The method of claim 1, wherein: the optimal 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. ### Claim 12 (depends on 1) The method of claim 1, wherein: the optimal 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. ### Claim 13 (depends on 1) 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 optimal treatment plans further comprises optimizing the optimal treatment plans for revenue generated, profit generated, cash flow generated, free cash flow generated, gross revenue generated, earnings before interest taxes amortization (EBITA) generated, or some combination thereof. ### Claim 14 A system, comprising: a memory device storing instructions; and 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, optimal 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 optimal treatment plans complies with the set of constraints and represents a patient outcome and an associated monetary value amount generated; and transmit the optimal treatment plans to be presented on a computing device. ### Claim 15 (depends on 14) The system of claim 14, wherein the optimal treatment plans are for habilitation, pre-habilitation, rehabilitation, post-habilitation, exercise, strength, pliability, flexibility, weight stability, weight gain, weight loss, cardiovascular, endurance, respiratory, or some combination thereof. ### Claim 16 (depends on 14) 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 optimal treatment plan based on the set of treatment plans, the certain monetary value amount, and the set of constraints, wherein the optimal treatment plan complies with the set of constraints and represents another patient outcome and the certain monetary value amount. ### Claim 17 (depends on 14) 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. ### Claim 18 (depends on 14) 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 optimal treatment plans is also based on the levels of risk; and transmit the optimal treatment plans and the level of risks to be presented on the computing device of the medical professional. ### Claim 19 (depends on 14) The system of claim 14, wherein: a first optimal treatment plan of the optimal treatment plans results in a first patient outcome and a first monetary value amount generated; and a second optimal treatment plan of the optimal 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. ### Claim 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, optimal 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 optimal treatment plans complies with the set of constraints and represents a patient outcome and an associated monetary value amount generated; and transmit the optimal treatment plans to be presented on a computing device.