Adaptive Mental Health Evaluation Systems for Specialized Environments
Legal Citation
Summary of the Inventive Concept
The inventive concept adapts the original system and methods for screening, diagnosing, and stratifying patients to address the unique challenges of high-security, disaster relief, extreme weather, high-altitude, and resource-constrained environments.
Background and Problem Solved
The original patent disclosed systems and methods for evaluating patients with neuropsychiatric diseases. However, these systems were not designed to operate effectively in specialized environments with unique constraints, such as high-security correctional facilities, disaster relief zones, extreme weather conditions, high-altitude environments, or resource-constrained emergency response situations. The new inventive concept addresses these limitations by providing adaptive solutions tailored to these specific contexts.
Detailed Description of the Inventive Concept
The new inventive concept comprises a range of specialized systems and methods for mental health evaluation, diagnosis, and stratification in unique operational environments. For example, the system for remote mental health evaluation in high-security correctional facilities utilizes a secure communication network and a control system configured to evaluate patients in real-time. The method for stratifying patients in disaster relief zones involves collecting patient data using a portable device and transmitting the data to a remote server for analysis. The system for diagnosing mental health conditions in extreme weather environments features a ruggedized processing unit and a specialized software module for adapting to environmental stressors. The system for mental health evaluation in high-altitude environments includes a control system configured to adjust for altitude-related cognitive impairment. The method for recommending treatments in resource-constrained emergency response situations employs a simplified Bayesian Decision List and a prioritized treatment protocol. These adaptive solutions ensure accurate and effective mental health evaluation, diagnosis, and stratification in diverse and challenging environments.
Novelty and Inventive Step
The new inventive concept introduces novel adaptations to the original system and methods, including secure communication networks, portable data collection devices, ruggedized processing units, specialized software modules, and simplified Bayesian Decision Lists. These adaptations enable the inventive concept to operate effectively in specialized environments, providing a non-obvious solution to the limitations of the original patent.
Alternative Embodiments and Variations
Alternative embodiments of the inventive concept could include systems and methods for mental health evaluation in other specialized environments, such as space exploration, military operations, or remote wilderness areas. Variations could also involve integrating the inventive concept with existing emergency response systems, telemedicine platforms, or electronic health records.
Potential Commercial Applications and Market
The inventive concept has significant commercial potential in various industries, including healthcare, emergency response, corrections, disaster relief, and aerospace. The adaptive systems and methods could be marketed as specialized solutions for high-security, disaster relief, extreme weather, high-altitude, and resource-constrained environments, addressing a significant unmet need in these markets.
Section 103 Obviousness Analysis (PHOSITA)
Field of Art
Mental health diagnostics, computational psychiatry, machine learning-based patient screening systems with a focus on neuropsychiatric condition assessment and stratification
Person of Ordinary Skill (PHOSITA) Profile
A professional with expertise in computational neuroscience, machine learning, clinical psychology, and software engineering, typically holding a PhD or advanced master's degree with 3-5 years of experience in developing diagnostic algorithms and patient evaluation systems
Obviousness Rationale
A PHOSITA would recognize that the source patent's fundamental machine learning-based mental health screening system provides a clear technological framework that can be readily adapted to specialized environmental contexts. The PTD's variations represent predictable extensions of the original patent's core diagnostic methodology by applying known computational techniques to context-specific screening challenges. The fundamental algorithmic approach remains consistent, with modifications primarily addressing environmental constraints rather than introducing fundamentally novel diagnostic principles.
Obvious Combinations & Variations
Original Patent Information
| Patent Number | US 11,857,322 |
|---|---|
| Title | Systems and methods for screening, diagnosing, and stratifying patients |
| Assignee(s) | Neumora Therapeutics, Inc. |