MuSheng Technology

AI-Powered Hemodialysis Monitoring & Risk Prediction

Integrating dialysis data, hospital information systems, and AI-assisted risk analysis to support real-time clinical monitoring and decision-making.

Presented by：Mu-Sheng Technology × a leading medical center team
This AI Hemodialysis solution is presented by MuSheng Technology. MuSheng Technology and Muen are affiliated companies; this page is hosted on Muen's website.

FIVE-STEP FLOWCHART

Dialysis Records → Data Integration → AI Analysis → Abnormal Alerts → AI Recommendations

THREE CORE VALUES

Real-time Monitoring

Monitor dialysis parameters and patient status throughout treatment.

Data Integration

Integrate dialysis machines, HIS, LIS, PACS, and standardized FHIR data across systems.

AI Risk Prediction

Analyze dialysis data and provide AI-assisted heart failure risk alerts for clinical attention.

Real-Time Multi-Patient Monitoring

Monitor dialysis status across multiple patients and identify potential risk levels at a glance.

Real-World Clinical Evidence

The heart-failure prediction and dry-weight prediction models were validated over two years across three dialysis units of a leading medical center in Northern Taiwan. Before vs. after deployment:

5.94% → 3.93%

Mortality rate

14.87% → 7.45%

One-year mortality

5.40% → 4.23%

CHF-related mortality

79.31% → 45%

Cardiopulmonary-system mortality

Heart Failure Risk Model Performance

Model evaluation metrics based on the current heart failure risk prediction model.

Metrics	Model
Sensitivity	0.833
Specificity	0.947
PPV	0.857
NPV	0.937
F1 score	0.845
AUC	0.809

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展出單位（方案提供）：沐盛科技 × 北部醫學中心團隊

本 AI 血液透析方案由沐盛科技展出；沐盛科技與沐恩為關係企業，本方案頁面建置於沐恩網站。