Infer Series™

Active Health Intelligence Product System

Infer Series™ is ProXplor™’s active health intelligence product system designed to transform systems science–driven health intelligence technologies into practical health management applications.

Built on ProXplor Research Framework™ and powered by ProXplor Nexus™, Infer Series™ integrates artificial intelligence, multimodal health analysis, digital phenotype technologies, functional health assessment, and intelligent reasoning capabilities to support a new generation of proactive health management.

Unlike traditional health solutions focused primarily on isolated indicators or disease-oriented analysis, Infer Series™ focuses on understanding dynamic health states through:

  • Health-state understanding;

  • Functional-state assessment;

  • Recovery-capacity evaluation;

  • Continuous reassessment;

  • Personalized active health management.

Infer Series™ connects professional health service environments with digital health applications, enabling organizations and individuals to better understand health-state changes and support long-term health optimization.

Infer Series™ Product Portfolio

Infer Series™ includes two complementary active health intelligence applications designed for different application scenarios:

InferFunc™

Professional Active Health Intelligence System

Designed for professional health service organizations and offline health management environments.

InferPheno™

Digital Phenotype Health Intelligence Application

Designed for personal digital health scenarios and scalable global health applications.

Together, InferFunc™ and InferPheno™ extend ProXplor™ health intelligence capabilities from professional service environments to digital health ecosystems.

InferFunc™

Professional Active Health Intelligence System

InferFunc™ is ProXplor™’s professional active health intelligence system designed for health service organizations, wellness institutions, and professional health management environments.

Built on ProXplor Research Framework™ and powered by ProXplor Nexus™, InferFunc™ combines functional health assessment, intelligent health-state analysis, and continuous reassessment workflows to support a new generation of proactive health management services.

InferFunc™ helps organizations understand:

  • Functional health states;

  • Recovery capacity;

  • System-level health patterns;

  • Health trend changes;

  • Long-term health management needs.

Comprehensive Functional Health Assessment

InferFunc™ integrates modern health intelligence technologies with systems-oriented assessment methodologies.

Unlike technologies focused on a single disease, organ, or isolated indicator, InferFunc™ takes a whole-body, systems-oriented approach to broad and multidimensional functional health assessment, helping organizations rapidly identify overall health status and the functional states of major physiological systems.

The system combines:

Functional Health Assessment Across 11 Physiological Systems and 224 Organ and Functional Units

InferFunc™ supports broad, multidimensional assessment across 11 major physiological systems and 224 organ and functional units, including:

  • Body system functional patterns;

  • Functional balance;

  • Recovery capacity;

  • Health-state trends.

TCM-Informed Meridian Health Assessment

InferFunc™ incorporates traditional Chinese medicine–informed assessment perspectives based on the Twelve Primary Meridians and Eight Extraordinary Meridians, providing a complementary framework for understanding whole-body functional and health-state patterns.

Through integrating multiple health perspectives, InferFunc™ provides a more comprehensive interpretation of human functional states.

Historical Clinical & Research Validation

InferFunc™’s underlying technology was evaluated during its early research and first-generation product stages through comparative studies and technical validation conducted with multiple clinical and research institutions.

Unlike technologies focused on a single disease, organ, or isolated indicator, the early InferFunc™ assessment framework was designed for broad, multidimensional evaluation across multiple physiological systems, diseases, and organ and functional units.

Clinical comparative evaluations conducted with the Chinese PLA General Hospital (formerly known as the “301 Hospital”) and the China-Japan Friendship Hospital reported an 83% overall clinical agreement rate. Disease-level comparative evaluation conducted with Jiangsu Province Hospital of Chinese Medicine (Affiliated Hospital of Nanjing University of Chinese Medicine) reported an agreement rate above 80%. Reliability and validity evaluations conducted by the PLA Air Force Institute of Aviation Medicine reported 96.88% reliability and 87% validity.

These results should be understood in the context of a cross-system, multi-disease, multidimensional assessment framework, rather than as performance measurements for a single disease or single-organ diagnostic test.

These evaluations relate to the early underlying technology and first-generation product stage. The InferFunc™ technology platform has since undergone continuous development and optimization, with current commercial devices now representing the sixth and seventh product generations.

Core Capabilities

Multidimensional Functional Health Assessment

InferFunc™ supports:

  • Functional-state assessment;

  • Recovery-status evaluation;

  • Multidimensional health analysis;

  • Health trend observation;

  • Personalized active health management support.

Intelligent Health State Analysis

Powered by ProXplor Nexus™, InferFunc™ analyzes multidimensional health information and provides intelligent insights into overall health-state patterns.

The system helps organizations move from:

One-Time Assessment

toward:

Continuous Active Health Management

Continuous Health Management

InferFunc™ enables:

  • Periodic reassessment;

  • Health-state tracking;

  • Personalized optimization guidance;

  • Long-term health management programs.

InferPheno™

Digital Phenotype Health Intelligence Application

InferPheno™ is ProXplor™’s digital phenotype health intelligence application designed for personal digital health scenarios.

Built on ProXplor Research Framework™ and powered by ProXplor Nexus™, InferPheno™ extends health intelligence capabilities into mobile, digital, remote, and scalable health management environments.

Through digital phenotype analysis, artificial intelligence, and multimodal health information integration, InferPheno™ helps users better understand health-state patterns and support long-term proactive health management.

Digital Phenotype Intelligence

InferPheno™ applies digital phenotype technologies to analyze health-related signals and generate intelligent health insights.

The system integrates:

  • Visual phenotype analysis;

  • Digital health information;

  • Lifestyle-related factors;

  • Behavioral signals;

  • Longitudinal health trends.

InferPheno™ focuses on understanding overall health-state patterns rather than isolated indicators.

Core Capabilities

Visual Phenotype Analysis

InferPheno™ utilizes image-based phenotype observation as one interpretive approach within digital health intelligence.

Through visual phenotype analysis combined with other health-related information, InferPheno™ supports broader health-state understanding.

Personal Health Insights

InferPheno™ helps users understand:

  • Current health-state tendencies;

  • Functional patterns;

  • Lifestyle-related influences;

  • Long-term health changes.

Long-Term Health Profile

Through continuous digital engagement and reassessment, InferPheno™ supports the development of personalized long-term health profiles and proactive health management pathways.

Complementary Active Health Architecture

InferFunc™ and InferPheno™ represent two complementary applications within ProXplor™’s active health intelligence ecosystem.

InferFunc™

Professional Offline Active Health Management

Focused on:

  • Institutional health services;

  • Professional assessment environments;

  • Standardized health management workflows;

  • Organization-based active health programs.

InferPheno™

Digital and Scalable Active Health Management

Focused on:

  • Personal digital health engagement;

  • Remote health interaction;

  • Digital phenotype analysis;

  • Global consumer health applications.

Together, InferFunc™ and InferPheno™ enable ProXplor™ to extend active health intelligence from professional service environments into scalable digital health applications.

Powered by ProXplor™ Health Intelligence Infrastructure

Infer Series™ is enabled by ProXplor™’s core technology foundation:

ProXplor Research Framework™

A systems science–driven methodology for health-state modeling and intelligent health research.

ProXplor Nexus™

A health intelligence foundation model and AI reasoning platform supporting:

  • Multimodal health analysis;

  • Intelligent health inference;

  • Personalized health insights;

  • Continuous health management workflows.

Enterprise and Institutional Integration

Infer Series™ can be integrated into broader ProXplor Nexus™ Solutions deployments, supporting customized health intelligence applications for:

  • Health organizations;

  • Enterprise health programs;

  • Professional service networks;

  • Digital health ecosystems.

Designed for Active Health Intelligence

Infer Series™ represents ProXplor™’s approach to transforming health management from:

Passive Detection

to:

Health State Understanding

to:

Intelligent Decision Support

to:

Active Health Optimization

By combining systems science, artificial intelligence, digital phenotype technologies, and continuous health management capabilities, Infer Series™ enables a more proactive, personalized, and intelligent future of health management.

Important Notice

Infer Series™ is designed for health intelligence, functional-state understanding, and proactive health management.

It is not intended to replace clinical diagnosis, emergency medical care, or medical treatment decisions. Users requiring medical evaluation should consult qualified healthcare professionals.