Adaptive Bleeding Detection Systems for Niche Environments

Publication ID: 24-11857293_0009_PTD
Published: November 07, 2025
Category:Specialized Variations & Niche Solutions

Legal Citation

pr1or.art Inc., “Adaptive Bleeding Detection Systems for Niche Environments,” Published Technical Disclosure No. 24-11857293_0009_PTD, Published November 07, 2025, available at https://archive.pr1or.art/24-11857293_0009_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. 11,857,293.

Summary of the Inventive Concept

A family of specialized bleeding detection systems tailored for unique operational environments, ensuring accurate and timely bleeding detection in high-stress, resource-constrained, or extreme weather conditions.

Background and Problem Solved

The original patent disclosed a method for rapid detection of bleeding before, during, and after fluid resuscitation. However, it did not address the specific challenges of detecting bleeding in niche environments, such as disaster relief operations, high-security situations, extreme weather conditions, high-altitude environments, or remote areas with limited medical infrastructure. The new inventive concept adapts the original method to these specialized contexts, ensuring reliable bleeding detection despite the unique constraints and challenges of each environment.

Detailed Description of the Inventive Concept

The new inventive concept encompasses a range of systems and methods for detecting bleeding in specific niche environments. For instance, the system for detecting bleeding during disaster relief operations features a portable sensor and a computer system programmed to analyze physiological data and estimate the probability of bleeding, with a visual indicator displayed on a device. Similarly, the method for detecting bleeding in high-security operations considers environmental factors unique to such situations. Other embodiments include systems adapted for extreme weather conditions, high-altitude environments, and remote or isolated areas, each incorporating specialized components and algorithms to ensure accurate bleeding detection despite the challenging conditions.

Novelty and Inventive Step

The new claims introduce novel adaptations of the original method to specific niche environments, which were not addressed in the original patent. The inventive step lies in the tailored design and implementation of each system and method to overcome the unique challenges of its respective environment, thereby providing a significant improvement over the original method.

Alternative Embodiments and Variations

Alternative embodiments of the inventive concept could include systems and methods for detecting bleeding in other specialized environments, such as space exploration, search and rescue operations, or combat zones. Variations may also involve integrating the bleeding detection system with other medical devices or systems, such as defibrillators or patient monitoring systems, to enhance overall patient care.

Potential Commercial Applications and Market

The adaptive bleeding detection systems for niche environments have significant commercial potential in various industries, including healthcare, emergency response, military, and aerospace. The target market includes organizations and individuals operating in high-stress, resource-constrained, or extreme weather conditions, where accurate and timely bleeding detection is critical to saving lives and ensuring effective medical response.

Field of Art

Medical monitoring technologies, specifically physiological data analysis and bleeding detection systems, with expertise in sensor-based medical diagnostics and computer-assisted medical analysis

Person of Ordinary Skill (PHOSITA) Profile

A biomedical engineer or medical device designer with advanced degrees in biomedical engineering, experience in sensor design, data analysis algorithms, and medical monitoring technologies, familiar with adapting medical diagnostic systems to varied environmental conditions

Obviousness Rationale

A PHOSITA would recognize that the source patent's core bleeding detection method using physiological data analysis can be readily adapted to different operational environments by modifying sensor characteristics and incorporating environmental-specific analysis parameters. The fundamental algorithmic approach of monitoring, analyzing, and estimating bleeding probability remains consistent across the disclosed variations. The technical modifications represent predictable engineering solutions to extend the original method's applicability to specialized contexts.

Obvious Combinations & Variations

Source Patent Element
Monitoring physiological data using sensors and analyzing cardiovascular data to estimate bleeding probability
PTD Variation
Adapting sensors for specific environments like disaster relief, high-security operations, and extreme weather conditions
Obviousness Reasoning
A PHOSITA would recognize that sensor design can be modified to suit environmental requirements using known engineering techniques, while maintaining the core data analysis methodology
Source Patent Element
Computer system for analyzing physiological data and estimating bleeding probability
PTD Variation
Incorporating environmental factor considerations into the analysis algorithm
Obviousness Reasoning
Modifying analysis parameters to account for environmental conditions represents a standard design optimization approach that would be obvious to a skilled practitioner
Source Patent Element
Visual indicator displaying estimated bleeding probability
PTD Variation
Implementing display interfaces tailored to specific operational contexts like remote or high-altitude environments
Obviousness Reasoning
User interface adaptation for different environments is a predictable design choice involving standard human-computer interaction principles
Source Patent Element
Cardiovascular data monitoring across different time periods
PTD Variation
Extending monitoring capabilities to specialized environments with unique physiological challenges
Obviousness Reasoning
Expanding monitoring techniques to handle varied environmental conditions represents a logical and foreseeable technical progression
Source Patent Element
Probability estimation based on CRI values and statistical analysis
PTD Variation
Integrating additional environmental parameters into statistical probability calculations
Obviousness Reasoning
Enhancing statistical models with contextual parameters is a standard approach in medical data analysis that would be obvious to a skilled practitioner
35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11857293, the present published technical disclosure demonstrates that the claimed variations in bleeding detection systems represent obvious extensions of the prior art, wherein a person having ordinary skill in the art would readily conceive of adapting the fundamental monitoring and analysis methodology to specialized environmental contexts through predictable engineering modifications.

Original Patent Information

Patent NumberUS 11,857,293
TitleRapid detection of bleeding before, during, and after fluid resuscitation