Enhanced Skin Analysis System with Advanced Sensors and Machine Learning
Legal Citation
Summary of the Inventive Concept
An improved skin analysis system that integrates advanced sensors, machine learning algorithms, and wearable technology to provide more accurate and personalized skin care recommendations, detecting skin conditions earlier and enhancing overall skin health.
Background and Problem Solved
The original patent's skin analysis system had limitations in terms of accuracy, environmental adaptability, and personalized recommendations. The new inventive concept addresses these limitations by incorporating advanced sensors, machine learning algorithms, and wearable technology to provide a more comprehensive and accurate skin analysis, enabling earlier detection of skin conditions and more effective personalized skin care routines.
Detailed Description of the Inventive Concept
The enhanced skin analysis system comprises a contact sensor with a wireless communication module, adapted to provide real-time hydration level measurements with an accuracy of at least 95% using machine learning algorithms to correct for environmental factors. The system also includes an environment sensor integrated with a GPS module, providing location-based environmental data to enhance the accuracy of skin analysis. A wearable device with a built-in contact sensor tracks skin health over time, providing personalized recommendations for skin care routines. The system utilizes machine learning algorithms to identify patterns in skin data, enabling an early warning system for skin conditions such as acne, eczema, or rosacea. A method for personalizing skin care products uses the analysis system to provide customized product recommendations based on the individual's skin type, environmental conditions, and personal preferences.
Novelty and Inventive Step
The new claims introduce the use of machine learning algorithms, wearable technology, and GPS-integrated environment sensors, which are not present in the original patent. These advancements provide a significant improvement in accuracy, adaptability, and personalized recommendations, making the new inventive concept novel and non-obvious compared to the original patent.
Alternative Embodiments and Variations
Alternative embodiments of the inventive concept could include the use of different types of sensors, such as optical or electrical impedance sensors, or the integration of additional data sources, such as genomic or nutritional information, to further enhance the accuracy and personalization of skin analysis. Variations could also include the development of specialized skin analysis systems for specific skin conditions or demographics.
Potential Commercial Applications and Market
The enhanced skin analysis system has significant commercial potential in the beauty, cosmetology, and dermatology industries, as well as in the personal care and luxury goods markets. The system's ability to provide accurate and personalized skin care recommendations, detect skin conditions earlier, and enhance overall skin health could lead to increased sales and market share for companies adopting this technology. Additionally, the system's potential for early detection and prevention of skin conditions could lead to cost savings for healthcare providers and insurance companies.
Section 103 Obviousness Analysis (PHOSITA)
Field of Art
Biomedical engineering and dermatological diagnostic technologies, specifically focused on non-invasive skin analysis systems with sensor technologies and data processing methods
Person of Ordinary Skill (PHOSITA) Profile
A biomedical engineer or technical professional with expertise in sensor design, signal processing, machine learning, and medical diagnostic technologies, holding at least a master's degree with 3-5 years of experience in wearable health monitoring systems
Obviousness Rationale
A person of ordinary skill would recognize that integrating machine learning algorithms and GPS-enabled environmental sensors into an existing skin analysis system represents a predictable technological enhancement. The source patent's foundational sensor architecture provides a clear framework for incorporating advanced data processing and contextual environmental tracking. These modifications represent standard engineering approaches to improving diagnostic accuracy and personalization in medical sensing technologies.
Obvious Combinations & Variations
Original Patent Information
| Patent Number | US 11,857,338 |
|---|---|
| Title | System for analysing the physico-chemical properties of a skin surface |
| Assignee(s) | IEVA |