# US 2025/0095647 A1 · Conversational artificial intelligence driven methods and system for delivering personalized therapy and training sessions

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- Number: US 2025/0095647 A1
- Document ID: US20250095647A1
- Status: Published application
- Kind: A1
- Application number: 18/959,133
- Filed: 2024-11-25
- Published: 2025-03-20
- Earliest claimed: 2020-01-27
- Inventors: John Lemme
- Web page: https://patentgrep.com/patent/US20250095647A1

## CPC

- G10L 15/22: Procedures used during a speech recognition process, e.g. man-machine dialogue
- G06V 10/70: using pattern recognition or machine learning (optical pattern recognition or electronic computations therefor G06V10/88)
- G06V 40/10: Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V 40/25: {Recognition of walking or running movements, e.g. gait recognition}
- G09B 7/02: of the type wherein the student is expected to construct an answer to the question which is presented or wherein the machine gives an answer to the question presented by a student
- G09B 19/003: {Repetitive work cycles; Sequence of movements}
- G10L 13/00: Speech synthesis; Text to speech systems
- G10L 15/24: Speech recognition using non-acoustical features
- G16H 10/20: for electronic clinical trials or questionnaires
- G16H 15/00: ICT specially adapted for medical reports, e.g. generation or transmission thereof
- G16H 20/30: relating to physical therapies or activities, e.g. physiotherapy, acupressure or exercising
- G16H 20/70: relating to mental therapies, e.g. psychological therapy or autogenous training
- G10L 15/26: Speech to text systems (G10L15/08 takes precedence)
- G10L 2015/223: {Execution procedure of a spoken command}
- G10L 2015/225: {Feedback of the input speech}
- G16H 50/20: for computer-aided diagnosis, e.g. based on medical expert systems
- G10L: SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
- G06V: IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G09B: EDUCATIONAL OR DEMONSTRATION APPLIANCES; APPLIANCES FOR TEACHING, OR COMMUNICATING WITH, THE BLIND, DEAF OR MUTE; MODELS; PLANETARIA; GLOBES; MAPS; DIAGRAMS (devices for psychotechnics or for testing reaction times A61B5/16; games, sports, amusements A63; projectors, projector screens G03B)
- G16H: HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA

## Abstract

A user directed verbal interactive method and system for requesting a evaluation and obtaining a customized verbal therapy routine based on the evaluation obtained. The method and system allow users to interact with an artificial intelligence agent by answering a series of system directed questions that guides the users through evaluation and treatment of physical pain using a customized verbal interaction and delivery regimen. Users verbally engage with the artificial intelligence agent to create respective profiles. The system develops therapies based on their current physiological state and profile. The users are then delivered verbal therapy prompts through the system to implement the developed therapy routines.

## Claims

### Claim 1

A method for delivering a customized physical and/or mental health therapy routine and/or recommendations to a user:
establishing a user account;
establishing verbal user interaction with a server via a voice activated personal assistant device in communication with said server;
engaging said user to complete a user profile to obtain personal information including at least the user's physical attributes, personal data, physical condition, and physical and/or mental health symptoms,
assessing the user individual needs and symptoms;
storing said user profile including said personal information in said user account in a database in communication with said server;
evaluating said user profile and said personal information, and developing a customized therapy routine for said user;
employing said artificial intelligence agent to generate one or more verbal interactive therapy prompts based on said customized therapy routine;
delivering said verbal interactive therapy prompts to said user through said voice activated personal assistant device;
periodically monitoring the user's progress by employing said artificial intelligence agent to interactively verbally prompting said user to verbally respond to verbal feedback inquiries and recording said user verbal feedback responses;
storing said user verbal feedback responses; and
employing said artificial intelligence agent to evaluate said user verbal feedback responses, to adapt said customized therapy routine, to generate new verbal interactive therapy prompts and interactively deliver said new verbal interactive therapy prompts to said user through said voice activated personal assistant device.

### Claim 2 (depends on 1)

The method of claim 1, wherein said artificial intelligence agent requests verbal feedback from said user as said user is guided through each routine, said feedback employed by an artificial intelligence agent to create a modified routine based on said verbal feedback.