YUAN Revolutionizes Smart Healthcare with Cutting- Edge AI-Powered Patient Monitoring Solution

Accelerated by Vision-Language Models and NVIDIA Jetson Orin NX to Address Critical Gaps in Aging and Understaffed Care Environments

As global aging accelerates and healthcare staffing shortages intensify, the demand for intelligent, reliable, and privacy-preserving patient monitoring solutions has reached critical levels. In response, YUAN introduces a breakthrough edge AI platform designed specifically for smart healthcare environments—delivering context-aware behavioral analysis powered by advanced Vision-Language Models (VLMs).

Addressing the Healthcare Burden

Hospitals and long-term care facilities are under increasing strain as one nurse is often tasked with monitoring a growing number of patients. Traditional AI models, such as pose-based convolutional neural networks (CNNs), lack the contextual understanding necessary to interpret nuanced human behavior in complex hospital settings. These limitations make it difficult to scale AI applications across clinical environments where safety, accuracy, and adaptability are paramount.

A Purpose-Built Solution for Healthcare

YUAN's new solution integrates the VPP6N0-S AIO NX16GB edge system with the SC400N1 M.2 AIO capture card, forming a compact yet powerful platform that supports HDMI, VGA, and IP video input. This enables real-time integration with cameras in the room and medical-grade equipment such as ECG monitors and pulse oximeters. At the heart of the system is a locally deployed Vision-Language Model with up to 8 billion parameters, running on NVIDIA Jetson Orin NX 16GB. Unlike traditional vision models, the VLM interprets visual input in a semantic, language-rich context—understanding complex behaviors such as patient falls, abnormal postural shifts, or erratic nighttime movement.
 

Real-Time, Privacy-Preserving AI

The system's edge-based architecture ensures real-time analysis and responsiveness without transmitting sensitive patient data to the cloud. By integrating video and medical telemetry inputs, it generates alerts that are not only immediate, but also rich in clinical relevance—empowering caregivers to act swiftly and appropriately.

Why YUAN's Solution Stands Out:

• Semantic Behavior Analysis: VLM interprets complex, unstructured actions with contextual intelligence.

• Multi-Modal Input Support: HDMI/VGA/IP interfaces capture feeds from cameras and medical devices.

• High Compute on Edge: Jetson Orin NX 16GB runs 8B-parameter VLM models locally, ensuring low latency.

• On-Premise Deployment: Enhances data security and compliance by keeping all data on-site. With this innovation, YUAN empowers healthcare providers to meet the challenges of aging populations and workforce constraints head-on—ensuring safer, smarter, and more responsive patient care.

 

For more information, please visit YUAN's official website at www.yuan.com.tw, or contact the sales team directly at sales@yuan.com.tw