Tailored Systems for Mental Health Evaluation in Specialized Environments

Publication ID: 24-11857322_0004_PTD
Published: November 07, 2025
Category:Specialized Variations & Niche Solutions

Legal Citation

pr1or.art Inc., “Tailored Systems for Mental Health Evaluation in Specialized Environments,” Published Technical Disclosure No. 24-11857322_0004_PTD, Published November 07, 2025, available at https://archive.pr1or.art/24-11857322_0004_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. 11,857,322.

Summary of the Inventive Concept

The inventive concept adapts the original system for mental health evaluation to cater to specific, niche environments, such as high-security correctional facilities, disaster relief situations, extreme weather conditions, isolated rural areas, and areas with limited access to mental health professionals.

Background and Problem Solved

The original patent disclosed a system for screening, diagnosing, and stratifying patients with neuropsychiatric diseases. However, it lacked adaptability for unique operational environments. The new inventive concept addresses this limitation by tailoring the system to accommodate the constraints and challenges of specialized environments.

Detailed Description of the Inventive Concept

The inventive concept comprises systems and methods for evaluating, diagnosing, and stratifying patients in high-security correctional facilities, disaster relief situations, extreme weather conditions, isolated rural areas, and areas with limited access to mental health professionals. The system includes a memory containing machine-readable medium with machine-executable code and a control system coupled to the memory. The control system is configured to process input features using a Bayesian Decision List and output a mental health condition diagnosis. In high-security correctional facilities, the system is designed to operate with limited access to external resources. In disaster relief situations, the system uses a portable, ruggedized device. In extreme weather conditions, the system considers environmental factors such as temperature, humidity, and wind speed. In isolated rural areas, the system recommends treatments based on local resource availability. In areas with limited access to mental health professionals, the system uses a remote, telemedicine-based approach.

Novelty and Inventive Step

The new inventive concept introduces novel adaptations to the original system, enabling it to operate effectively in specialized environments. The inventive step lies in the system's ability to accommodate unique constraints and challenges, such as limited access to external resources, ruggedized devices, and environmental factors, thereby expanding its applicability to previously underserved markets.

Alternative Embodiments and Variations

Alternative embodiments of the inventive concept could include integrating additional data sources, such as wearable devices or mobile applications, to enhance the system's accuracy and accessibility. Variations could include adapting the system for use in other specialized environments, such as military bases or remote research stations.

Potential Commercial Applications and Market

The inventive concept has significant commercial potential in the healthcare and technology industries, particularly in the areas of mental health evaluation, disaster relief, and rural healthcare. The target market includes government agencies, healthcare providers, and non-profit organizations operating in specialized environments.

Field of Art

Mental health diagnostic systems and computational methods for patient screening, involving machine learning, Bayesian decision algorithms, and medical informatics

Person of Ordinary Skill (PHOSITA) Profile

A skilled practitioner with expertise in computer science, machine learning, and clinical psychology, capable of designing adaptive diagnostic systems with knowledge of computational modeling and medical diagnostic protocols

Obviousness Rationale

A PHOSITA would recognize that the source patent's core diagnostic framework can be readily adapted to specialized environments by modifying input parameters, device configurations, and contextual processing logic. The fundamental Bayesian decision list methodology remains consistent across variations, with environmental constraints serving as additional input features. The technical modifications represent predictable engineering adaptations that extend the original system's applicability without introducing complex novel computational approaches.

Obvious Combinations & Variations

Source Patent Element
Bayesian Decision List processing of input features for mental health diagnosis
PTD Variation
Incorporating environmental factors like temperature, humidity, and resource availability as additional input features
Obviousness Reasoning
A PHOSITA would recognize that expanding input feature sets is a standard technique for improving diagnostic accuracy, with environmental context representing a logical extension of patient assessment parameters
Source Patent Element
Machine-executable code for processing patient diagnostic features
PTD Variation
Adapting the system for specialized environments like correctional facilities and disaster relief scenarios
Obviousness Reasoning
Modifying computational systems for specific use cases represents a routine design choice, with the core algorithmic approach remaining fundamentally unchanged
Source Patent Element
Mental health condition diagnostic system with processor and memory
PTD Variation
Implementing ruggedized, portable device configurations for remote or challenging environments
Obviousness Reasoning
Designing hardware variants to suit specific operational contexts is a predictable engineering solution within the domain of medical diagnostic technologies
Source Patent Element
System for outputting mental health condition diagnoses
PTD Variation
Integrating telemedicine and remote screening capabilities in areas with limited professional access
Obviousness Reasoning
Extending diagnostic systems to remote contexts through telecommunications represents a known technique for expanding healthcare technology accessibility
35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11857322, the present published technical disclosure demonstrates that the claimed variations in mental health diagnostic systems represent obvious extensions to the prior art, wherein a person having ordinary skill in the art would readily conceive of adapting the fundamental diagnostic methodology to specialized environmental contexts through routine engineering modifications.

Original Patent Information

Patent NumberUS 11,857,322
TitleSystems and methods for screening, diagnosing, and stratifying patients
Assignee(s)Neumora Therapeutics, Inc.