US-20260124382-A1 - ARTIFICIAL INTELLIGENCE PATIENT GUIDANCE SYSTEM FOR INJECTABLE MEDICATION ADMINISTRATION

US20260124382A1US 20260124382 A1US20260124382 A1US 20260124382A1US-20260124382-A1

Abstract

An AI patient guidance system for injectable medication administration combines intelligent injection devices with artificial intelligence guidance modules to provide real-time instructions for proper injection technique. The system includes intelligent injection devices that administer medication and collect administration data including injection completion status, dosage volume, administration timing, or patient biometric data, or AI guidance modules that provide real-time instructions, guide patients through injection site selection, needle insertion angle, injection depth, or administration timing while adapting guidance based on patient skill level and medication type. The system features machine learning modules for analyzing patient characteristics and historical patterns, patient interface modules delivering guidance through visual displays, audio instructions, haptic feedback, or augmented reality overlays, dosage verification modules, compliance scoring capabilities, adaptive learning algorithms, or confirmation systems. This comprehensive approach improves injection technique accuracy, enhances patient compliance, or ensures proper medication administration through personalized, intelligent guidance.

Inventors

Jeremy Corbett

Assignees

DATADOSE, LLC

Dates

Publication Date: 20260507
Application Date: 20250829

Claims (20)

1 . An AI patient guidance system for injectable medication administration, comprising: an intelligent injection device configured to administer medication and collect administration data including one or more of injection completion status, dosage volume, administration timing, or patient biometric data; and an artificial intelligence guidance module configured to one or more of: provide real-time instructions for proper injection technique; guide patients through one or more of injection site selection, needle insertion angle, injection depth, or administration timing; adapt guidance based on patient skill level and medication type; or monitor administration progress and provide corrective feedback.
2 . The system of claim 1 , wherein the artificial intelligence guidance module is configured to provide instructions through one or more of visual displays, audio prompts, haptic feedback, or mobile device interfaces.
3 . The system of claim 1 , wherein the intelligent injection device is configured to collect data including one or more of plunger movement patterns, injection pressure measurements, or needle positioning data.
4 . The system of claim 1 , wherein the artificial intelligence guidance module is configured to adapt guidance based on one or more of patient medical history, previous injection performance, or medication-specific requirements.
5 . The system of claim 1 , wherein the artificial intelligence guidance module is configured to provide real-time feedback regarding one or more of injection angle accuracy, insertion depth, or administration speed.
6 . The system of claim 1 , further comprising a patient interface module configured to display guidance information through one or more of smart glasses, mobile applications, or tablet displays.
7 . The system of claim 1 , wherein the intelligent injection device is configured to detect one or more of injection completion events, medication volume dispensed, or patient physiological responses.
8 . The system of claim 1 , wherein the artificial intelligence guidance module is configured to learn from patient performance data to improve future guidance recommendations.
9 . The system of claim 1 , further comprising a compliance tracking module configured to record one or more of injection technique scores, timing adherence, or administration completion rates.
10 . An AI patient guidance system for guiding patients in smart syringe medication administration, comprising: an intelligent injection device configured to administer medication and collect administration data including one or more of injection completion status, dosage volume, administration timing, or patient biometric data; a machine learning module configured to analyze one or more of patient characteristics, medication requirements, injection technique, or historical administration patterns; an artificial intelligence guidance module configured to: provide real-time instructions for proper injection technique; guide patients through one or more of injection site selection, needle insertion angle, injection depth, or administration timing; adapt guidance based on patient skill level and medication type; and monitor administration progress and provide corrective feedback; a patient interface module configured to deliver guidance through one or more of visual displays, audio instructions, haptic feedback, or augmented reality overlays; a dosage verification module configured to confirm correct administration by analyzing one or more of plunger movement data, medication volume dispensed, injection completion signals, or patient biometric responses; a compliance scoring module configured to calculate administration quality scores based on one or more of technique accuracy, timing compliance, or dosage completion; an adaptive learning module configured to improve guidance algorithms based on patient performance data and administration outcomes; and a confirmation system configured to provide patient verification of successful dosage administration through one or more of visual confirmation, audio alerts, or digital notifications.
11 . The system of claim 10 , wherein the machine learning module is configured to process data using one or more of neural networks, pattern recognition algorithms, or predictive modeling techniques.
12 . The system of claim 10 , wherein the patient interface module is configured to provide augmented reality overlays showing one or more of injection site targeting, needle positioning guides, or real-time technique feedback.
13 . The system of claim 10 , wherein the dosage verification module is configured to validate administration through one or more of sensor fusion techniques, pressure monitoring, or volume displacement measurements.
14 . The system of claim 10 , wherein the compliance scoring module is configured to generate scores based on one or more of injection technique metrics, timing adherence percentages, or completion success rates.
15 . The system of claim 10 , wherein the adaptive learning module is configured to update guidance algorithms based on one or more of patient feedback, administration outcomes, or healthcare provider assessments.
16 . The system of claim 10 , wherein the confirmation system is configured to transmit verification data to one or more of healthcare providers, electronic health records, or patient monitoring systems.
17 . The system of claim 10 , wherein the artificial intelligence guidance module is configured to provide personalized instructions based on one or more of patient dexterity levels, cognitive abilities, or previous injection experience.
18 . The system of claim 10 , wherein the machine learning module is configured to identify patterns in one or more of injection timing preferences, technique variations, or patient response data.
19 . The system of claim 10 , wherein the patient interface module is configured to adjust guidance presentation based on one or more of patient preferences, accessibility requirements, or environmental conditions.
20 . A computer-implemented method for providing artificial intelligence guidance to patients administering medication via smart syringe, comprising: receiving, by an intelligent injection device, patient identification and medication parameters; analyzing, through a machine learning module, one or more of patient characteristics, medication requirements, injection technique requirements, or historical administration patterns; generating, via an artificial intelligence guidance module, real-time instructions for proper injection technique; providing, through a patient interface module, guidance for one or more of injection site selection, needle insertion angle, injection depth, or administration timing; adapting, by the artificial intelligence guidance module, guidance instructions based on patient skill level and medication type; monitoring, during administration, injection progress and providing corrective feedback through the patient interface module; collecting, via the intelligent injection device, administration data including one or more of plunger movement data, medication volume dispensed, injection completion signals, or patient biometric responses; analyzing, through a dosage verification module, the administration data to confirm correct dosage delivery; calculating, via a compliance scoring module, administration quality scores based on one or more of technique accuracy, timing compliance, or dosage completion; providing, through a confirmation system, patient verification of successful dosage administration via one or more of visual confirmation, audio alerts, or digital notifications; updating, via an adaptive learning module, guidance algorithms based on patient performance data and administration outcomes; and transmitting, to a healthcare management platform, confirmed administration data and compliance scores for treatment monitoring.

Description

CROSS-REFERENCE TO RELATED APPLICATIONS This application is a continuation-in-part of U.S. patent application no. 19/281,005, filed on July 25, 2025, which is a continuation of U.S. patent application no. 19/031,862, filed on January 18, 2025, which is a continuation of U.S. patent application no. 19/030,829, filed on January 17, 2025, which claims the benefit of U.S. provisional application no. 63/715,505, filed on November 1, 2024, which are all hereby incorporated by reference in their entirety. FIELD The present disclosure relates generally to a management platform for injection devices, such as syringes, and, more particularly, to data reporting regarding administration completion of an injectable pharmaceutical. BACKGROUND Understanding administration of drugs and their interaction in the healthcare ecosystem are important in delivering beneficial patient care. Applicant appreciates that regular pharmaceutical therapy and a need for real time data management related to both timing of and compliance in dosing bundled with increased information sharing across the care continuum can provide valuable insight for improving care and, in turn, reducing fraud, waste, and abuse. SUMMARY In some aspects, the techniques described herein relate to an AI patient guidance system for injectable medication administration, including: an intelligent injection device configured to administer medication and collect administration data including one or more of injection completion status, dosage volume, administration timing, or patient biometric data; and an artificial intelligence guidance module configured to one or more of: provide real-time instructions for proper injection technique; guide patients through one or more of injection site selection, needle insertion angle, injection depth, or administration timing; adapt guidance based on patient skill level and medication type; or monitor administration progress and provide corrective feedback. In some aspects, the techniques described herein relate to a system, wherein the artificial intelligence guidance module is configured to provide instructions through one or more of visual displays, audio prompts, haptic feedback, or mobile device interfaces. In some aspects, the techniques described herein relate to a system, wherein the intelligent injection device is configured to collect data including one or more of plunger movement patterns, injection pressure measurements, or needle positioning data. In some aspects, the techniques described herein relate to a system, wherein the artificial intelligence guidance module is configured to adapt guidance based on one or more of patient medical history, previous injection performance, or medication-specific requirements. In some aspects, the techniques described herein relate to a system, wherein the artificial intelligence guidance module is configured to provide real-time feedback regarding one or more of injection angle accuracy, insertion depth, or administration speed. In some aspects, the techniques described herein relate to a system, further including a patient interface module configured to display guidance information through one or more of smart glasses, mobile applications, or tablet displays. In some aspects, the techniques described herein relate to a system, wherein the intelligent injection device is configured to detect one or more of injection completion events, medication volume dispensed, or patient physiological responses. In some aspects, the techniques described herein relate to a system, wherein the artificial intelligence guidance module is configured to learn from patient performance data to improve future guidance recommendations. In some aspects, the techniques described herein relate to a system, further including a compliance tracking module configured to record one or more of injection technique scores, timing adherence, or administration completion rates. In some aspects, the techniques described herein relate to an AI patient guidance system for guiding patients in smart syringe medication administration, including: an intelligent injection device configured to administer medication and collect administration data including one or more of injection completion status, dosage volume, administration timing, or patient biometric data; a machine learning module configured to analyze one or more of patient characteristics, medication requirements, injection technique, or historical administration patterns; an artificial intelligence guidance module configured to: provide real-time instructions for proper injection technique; guide patients through one or more of injection site selection, needle insertion angle, injection depth, or administration timing; adapt guidance based on patient skill level and medication type; and monitor administration progress and provide corrective feedback; a patient interface module configured to deliver guidance through one or more of visual displays, audio instructions