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Groundbreaking Publication! Eieling Technology’s Original Research Featured in Prestigious Liver International – A Milestone Validation for AI-Powered Non-Invasive Liver Disease Diagnosis

Recently, an original clinical research study supported by Eieling Technology was officially published in Liver International (2024 IF: 5.2, JCR Q1, Ranked 24/148 in Gastroenterology & Hepatology), a leading SCI-indexed journal in hepatology. The prospective study, titled “Identification of Hepatic Fibrosis and Steatosis via A Point-of-Care Transient Elastography System With Integrated AI,” comprehensively validated the outstanding performance of Eieling Technology’s Liverscan® platform with unprecedented methodological rigor and an exceptionally large sample size. This marks the highest-level international academic recognition for China’s independently developed innovative products in the field of non-invasive liver disease diagnosis.

Prestigious International Endorsement – Validated by a World-Class Research Team

This study was jointly led by Prof. Ming-Hua Zheng (Director of Hepatology, The First Affiliated Hospital of Wenzhou Medical University), Prof. Wai-Kay Seto (Li Ka Shing Faculty of Medicine, The University of Hong Kong), and Prof. Yong-Ping Zheng (Core Inventor of Liverscan® technology, Department of Biomedical Engineering, The Hong Kong Polytechnic University). The research brought together top-tier hepatology and engineering experts from mainland China, Hong Kong, and Taiwan.

Rigorous Study Design – Highest Level of Clinical Evidence

The study design reflects the “gold standard” for medical device clinical validation:

  1. Prospective Study Design– All patients were enrolled prospectively, ensuring significantly higher reliability than retrospective analyses.
  2. Liver Biopsy as Gold Standard– 138 patients underwent both liver biopsy (the definitive diagnostic gold standard) and Liverscan® examination. Pathologists independently assessed biopsy slides while blinded to ultrasound results, ensuring objective comparison.
  3. Large-Scale Head-to-Head Comparison with Industry Benchmark– 1,455 patients received both Liverscan® and FibroScan® on the same day, completing the world’s largest head-to-head validation of a portable transient elastography device against FibroScan®.

Key Findings – Data-Driven Performance Matching the Gold Standard

Finding Performance
Near-Perfect Cirrhosis Detection Liverscan® achieved an AUROC of 0.97 for cirrhosis (F4) detection, approaching a “perfect classifier” level for identifying advanced liver fibrosis.
Excellent Steatosis Screening Liverscan®’s proprietary next-generation fat quantification technology (MAP) achieved an AUROC of 0.92 for steatosis (≥S1) screening, providing reliable technical support for community-based large-scale fatty liver early screening.
High Diagnostic Agreement Liverscan® demonstrated strong correlation with FibroScan®: r = 0.86 for liver stiffness measurement (fibrosis) and r = 0.80 for fat quantification (MAP vs CAP), confirming highly consistent diagnostic results.

Revolutionary Efficiency Breakthrough – Just 4 Measurements with B-Mode Guidance

One of the study’s most impactful findings: With Liverscan®’s real-time B-mode ultrasound guidance, only 4 valid measurements are required to achieve statistical non-inferiority to the industry-standard 10-measurement protocol. This more than doubles screening efficiency, significantly reducing examination time and increasing throughput in community screening settings.

The underlying reason: B-mode guidance ensures every measurement is precisely targeted on liver tissue, eliminating the need for multiple “blind” attempts to compensate for positioning errors.

MAP – A Generational Leap in Fat Quantification Technology

Technical Dimension CAP (Conventional) MAP (Liverscan®)
Sampling Volume Single RF line (1D) 32 RF lines with 2D ROI (32× larger sampling volume)
Measurement Depth Fixed ROI Adaptive ROI (auto-adjusts to patient anatomy)
Analysis Method Frequency-domain only Time-frequency multi-domain analysis
Liver Segmentation None AI-powered segmentation (BiSeNet V2)

Traditional technology is like “looking at a room through a straw,” while MAP is like “opening a window” – offering a wider, clearer view for more stable and accurate assessment of hepatic fat content.

Four AI Deep Learning Models – Defining the Next-Generation Product

The paper details how Liverscan® leverages four purpose-built AI deep learning models to achieve a technological leap:

AI Model Function
YOLOv8 Intelligent mode switching – automatically identifies obesity and switches detection modes without manual probe replacement.
ConvNeXt V2 Elastogram quality control – automatically evaluates and rejects substandard measurements.
Transformer-Enhanced Hough Transform Precise shear wave velocity measurement – accurately calculates liver stiffness, improving fibrosis diagnostic accuracy.
BiSeNet V2 Liver segmentation for fat quantification – precisely segments liver parenchyma to ensure MAP measurements target only hepatic tissue, with 32× the sampling volume of conventional CAP for more stable, accurate results.

These four models are integrated end-to-end, allowing AI to “supervise every step” – from image acquisition to final output – minimizing operator-induced variability.

What This Means in Practice

A nurse at a community health center, with minimal training, can operate Liverscan® to perform standardized liver disease screening – without relying on scarce ultrasound specialists. For China’s vast primary healthcare network, this represents a true “technological democratization.”

Broad Application Scenarios – Empowering Diverse Healthcare Settings

With its top-tier validated performance, portable wireless design, and highly efficient workflow, Liverscan® is well-suited for:

  • Community & Primary Care Screening– Portable design + efficient protocol + ease of use = significantly reduced costs for large-scale population screening.
  • Health Checkup Centers– Adds high-value fatty liver quantification as a premium screening item in routine health packages.
  • Hepatology & Gastroenterology Clinics– With 4 measurements, auto-positioning, and intelligent QC, non-specialists can perform professional-grade liver assessments.
  • Clinical Research & Drug Trials– Serves as a non-invasive endpoint for monitoring hepatic fat changes in GLP-1 agonist weight-loss therapies or other clinical trials.

 

Conclusion

Validated by prospective research published in Liver International: Liverscan® is the world’s first AI-integrated, B-mode-guided portable transient elastography system – proven equivalent to FibroScan® for both fibrosis and steatosis detection across nearly 1,500 patients, yet more portable (wireless handheld), more intelligent (4 AI models), and more efficient (4 measurements vs 10). It ushers in a new era of non-invasive liver assessment for community screening, health checkups, and clinical care.

Looking Ahead – From Academic Excellence to Global Accessibility

The publication in Liver International is a starting point, not an endpoint. It demonstrates that China-developed AI medical devices are fully capable of matching – and even surpassing – international gold standards.

From the laboratories of The Hong Kong Polytechnic University to the prestigious pages of Liver International; from community-wide screening programs in Hong Kong to the industrialization base in Nanjing Jiangning – Liverscan® is charting an innovative path “from research to clinic, from paper to product, from China to the world.”

Eieling Technology remains committed to its mission of “AI-Empowered Precision Medicine,” collaborating with global clinical partners to drive continuous innovation and widespread adoption of non-invasive liver disease diagnostic technologies – enabling more patients to benefit from early screening and precision diagnosis.

Liver Health.Anytime.Anywhere.

Original Article Link:
https://onlinelibrary.wiley.com/doi/10.1111/liv.70634