NeuroMax: AI-Driven Maxillary Expander System

Publication ID: 24-11857230_0010_PTD

Published: November 07, 2025

Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “NeuroMax: AI-Driven Maxillary Expander System,” Published Technical Disclosure No. 24-11857230_0010_PTD, Published November 07, 2025, available at https://archive.pr1or.art/24-11857230_0010_PTD

This technical disclosure describes improvements that would be readily apparent to a Person Having Ordinary Skill In The Art (PHOSITA) when considered in combination with the foundational architecture disclosed in U.S. Patent No. 11,857,230.

Summary of the Inventive Concept

NeuroMax is an innovative maxillary expander system that leverages artificial intelligence, machine learning, and real-time data analysis to provide personalized, optimized treatment plans for patients with maxillary deficiencies.

Background and Problem Solved

Current maxillary skeletal anchorage expanders have limitations in terms of effectiveness, patient comfort, and treatment accuracy. The original patent, while addressing some of these issues, does not fully exploit the potential of advanced technologies to revolutionize maxillary expansion treatments. NeuroMax addresses these limitations by integrating AI-driven prediction, machine learning-based analysis, and real-time sensor feedback to provide a more efficient, accurate, and patient-centric treatment approach.

Detailed Description of the Inventive Concept

NeuroMax comprises a neural network-based prediction module that analyzes patient-specific data, including medical history, anatomical characteristics, and treatment goals. This module generates customized treatment plans, which are then executed by the maxillary expander device. The device features integrated sensors that provide real-time feedback on treatment progress, enabling the AI system to adapt and adjust the force application in real-time. Additionally, the system includes an augmented reality visualization component to guide clinicians during treatment and provide accurate feedback. The modular design of NeuroMax allows for remote monitoring, data analysis, and cloud-based updates, ensuring that clinicians have access to the latest advancements in maxillary expansion technology.

Novelty and Inventive Step

The NeuroMax system's innovative combination of AI-driven prediction, machine learning-based analysis, and real-time sensor feedback constitutes a significant departure from existing maxillary expander technologies. The integration of these advanced technologies enables a paradigm shift in maxillary expansion treatments, providing unprecedented levels of personalization, accuracy, and efficiency.

Alternative Embodiments and Variations

Alternative embodiments of NeuroMax could include variations in the AI algorithm, sensor configurations, or augmented reality visualization components. Additionally, the system could be adapted for use in other orthodontic or dental applications, such as mandibular expansion or craniofacial reconstruction.

Potential Commercial Applications and Market

NeuroMax has significant commercial potential in the orthodontic and dental industries, offering a cutting-edge solution for maxillary expansion treatments. The system's AI-driven approach, real-time feedback, and augmented reality visualization capabilities position it for widespread adoption in clinics and hospitals worldwide.

CPC Classifications

Section	Class	Group
A	A61	A61B17/8071
A	A61	A61B17/663
A	A61	A61B17/8023
A	A61	A61B17/863

Section 103 Obviousness Analysis (PHOSITA)

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Field of Art

Orthodontic and maxillofacial medical devices, specifically focusing on maxillary expansion technologies involving mechanical adjustment systems, surgical intervention techniques, and patient-specific treatment approaches

Person of Ordinary Skill (PHOSITA) Profile

A biomedical engineer or orthodontic device specialist with advanced knowledge of mechanical design, medical imaging, sensor technologies, and adaptive treatment methodologies, typically holding a master's or doctoral degree with 5-10 years of experience in medical device development

Obviousness Rationale

A PHOSITA would recognize that integrating artificial intelligence and real-time sensor feedback into existing maxillary expander technologies represents a predictable evolution of medical device design. The source patent establishes a foundational mechanical framework for maxillary expansion, which naturally invites technological augmentation through digital monitoring and adaptive treatment strategies. The proposed AI-driven system represents an incremental improvement that applies known computational techniques to an established medical device paradigm.

Obvious Combinations & Variations

Source Patent Element

Bone screws configured to screw into hard palate with specific aperture configurations

PTD Variation

Adding integrated sensors to track screw placement and expansion force in real-time

Obviousness Reasoning

Incorporating sensor technology into surgical devices is a well-established practice, and a PHOSITA would recognize the predictable benefit of quantifying mechanical expansion parameters

Source Patent Element

Adjustment mechanism configured to rotate and cause bodies to move toward or away from each other

PTD Variation

Implementing machine learning algorithms to dynamically adjust expansion force based on patient response

Obviousness Reasoning

Adaptive control systems are standard in medical device design, and applying computational intelligence to mechanical adjustment represents a known technique for improving treatment precision

Source Patent Element

Maxillary expander with modular body configurations

PTD Variation

Creating a cloud-connected, remotely monitored system with interchangeable AI-enabled components

Obviousness Reasoning

Modular medical device design and remote monitoring are established trends in healthcare technology, making this integration an obvious design optimization

Source Patent Element

Mechanical expansion device targeting maxillary arch modifications

PTD Variation

Augmented reality visualization system for guiding clinician interaction and treatment visualization

Obviousness Reasoning

Visualization technologies are increasingly common in surgical and orthodontic contexts, representing a predictable technological enhancement to existing mechanical systems

35 U.S.C. § 103 Summary: Pursuant to 35 U.S.C. § 103, the variations disclosed in the NeuroMax system would be considered obvious to a person having ordinary skill in the art when viewed in light of US Patent 11857230, as the proposed technological enhancements represent predictable applications of known computational and sensor technologies to an established mechanical maxillary expansion framework. The integration of artificial intelligence, real-time monitoring, and adaptive treatment strategies constitutes an incremental and foreseeable advancement within the existing technological landscape of orthodontic devices.

Original Patent Information

Patent Number	US 11,857,230
Title	Maxillary expander and protraction device
Assignee(s)	Facegenics, Inc.