Granted Patent B2

US 12,562,243 · App. 17/147,593 · Granted Feb 24, 2026

Inventors: Joseph Guaneri (Brookfield, CT); Daniel Posnack (Brookfield, CT); Peter Arn (Brookfield, CT); Wendy Para (Brookfield, CT); S. Adam Hacking (Brookfield, CT); Micheal Mueller (Brookfield, CT); Jonathan Greene (Brookfield, CT); Steven Mason (Brookfield, CT)

Assignee: ROM Technologies, Inc.

G16H10/60G06F21/64G16H20/00G16H40/67

Abstract

Claims (50)

1 . A computer-implemented system, comprising:

an exercise device configured to be used by a user to perform a treatment plan and to generate device-generated information while the user performs the treatment plan using the exercise device, wherein the device-generated information includes performance information indicative of human body movements of the user that are obtained while the user uses the exercise device;

a user interface associated with the exercise device, the user interface comprising an output configured to present exercise information associated with an exercise session; and

a processor configured to:

generate a first biometric signature derived from a biological characteristic of the user determined prior to the exercise session;

generate a second biometric signature derived from a kinesiological movement that is performed by the user while the user performs the treatment plan using the exercise device, wherein the second biometric signature is determined by a sensor included with the exercise device;

using the first biometric signature and historical medical information of the user, generate a predicted biometric signature identifying a range of motion of a joint or muscle of the user;

generate a signature comparison by comparing the second biometric signature and the predicted biometric signature;

in response to the signature comparison exceeding a fraud, waste, or abuse (FWA) threshold value, generate a signature indicator that indicates an error or an inconsistency between the biological characteristic of the user determined prior to the exercise session and the kinesiological movement of the user while the user performs the treatment plan using the exercise device;

transmit, to a claim adjudication server, the signature indicator; and

based on the signature indicator, determine, by the claim adjudication server, to not pay a claim associated with the user performing the treatment plan by using the exercise device.

2 . The computer-implemented system of claim 1 , wherein:

the device-generated information is generated by the exercise device; and

the processor is further configured to:

determine, using the device-generated information, device-based coding information; and

generate, using the device-based coding information, the second biometric signature.

3 . The computer-implemented system of claim 1 , wherein the processor is further configured to receive reviewed coding information; and

wherein generating the first biometric signature uses the reviewed coding information.

4 . The computer-implemented system of claim 3 , wherein the reviewed coding information comprises at least one of medical coding information and non-medical coding information.

5 . The computer-implemented system of claim 1 , wherein the processor is further configured to receive electronic records pertaining to the user of the exercise device; and

wherein generating the first biometric signature uses the electronic records.

6 . The computer-implemented system of claim 1 , wherein the processor is further configured to:

using the second biometric signature and an emergency biometric signature, generate an emergency comparison;

using the emergency comparison, generate an emergency indicator; and

transmit the emergency indicator.

7 . The computer-implemented system of claim 1 , wherein the exercise device comprises one of an electromechanical device, a treadmill, an electromechanical spin-wheel, an electromechanical bicycle, an exercise and rehabilitation device, a physical therapy device, or some combination thereof.

8 . The computer-implemented system of claim 1 , wherein the processor is further configured to:

generate a third biometric signature derived from a second kinesiological movement that is performed while the user performs the treatment plan using the exercise device, wherein the second kinesiological movement involves the range of motion of the joint or the muscle of the user;

compare the third biometric signature to an emergency biometric signature; and

in response to the third biometric signature exceeding a threshold value that distinguishes the third biometric signature from the emergency biometric signature, transmit an emergency indicator that comprises the third biometric signature.

9 . A method, comprising, using a processor:

receiving device-generated information from an exercise device during an exercise session in which a user uses the exercise device to perform a treatment plan, wherein the device-generated information includes performance information indicative of human body movements of the user that are obtained while the user uses the exercise device;

generating a first biometric signature derived from a biological characteristic of the user determined prior to the exercise session;

generating a second biometric signature derived from a kinesiological movement that is performed by the user while the user performs the treatment plan using the exercise device, wherein the second biometric signature is determined by a sensor included with the exercise device;

using the first biometric signature and historical medical information of the user, generating a predicted biometric signature identifying a range of motion of a joint or muscle of the user;

generating a signature comparison by comparing the second biometric signature and the predicted biometric signature;

in response to the signature comparison exceeding a fraud, waste, or abuse (FWA) threshold value, generating a signature indicator that indicates an error or an inconsistency between the biological characteristic of the user determined prior to the exercise session and the kinesiological movement of the user while the user performs the treatment plan using the exercise device;

transmitting, to a claim adjudication server, the signature indicator; and

based on the signature indicator, determining, by the claim adjudication server, to not pay a claim associated with the user performing the treatment plan by using the exercise device.

10 . The method of claim 9 , wherein the device-generated information is generated by the exercise device.

11 . The method of claim 9 , further comprising using the device-generated information to determine device-based coding information, wherein generating the second biometric signature uses the device-based coding information.

12 . The method of claim 9 , further comprising receiving reviewed coding information, wherein generating the first biometric signature uses the reviewed coding information.

13 . The method of claim 9 , further comprising receiving electronic records pertaining to the user of the exercise device, wherein generating the first biometric signature uses the electronic records.

14 . The method of claim 9 , further comprising:

generating, using the second biometric signature and an emergency biometric signature, an emergency comparison;

generating, using the emergency comparison, an emergency indicator; and

transmitting the emergency indicator.

15 . The method of claim 14 , further comprising generating the emergency biometric signature.

16 . The method of claim 9 , wherein the device-generated information includes at least one of vital sign information, images, exercise device use information, and performance information.

17 . The method of claim 9 , wherein the exercise device comprises one of an electromechanical device, a treadmill, an electromechanical spin-wheel, an electromechanical bicycle, an exercise and rehabilitation device, a physical therapy device, or some combination thereof.

Assignments (6)

Continuity (4)

References Cited (400)