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IDH-AI Prediction System
Early warning model system for hypotension during dialysis
- The incidence of hypotension during dialysis is as high as 10% to 30%. Acute hypotension is often accompanied by symptoms, but the blood pressure may not be lower than 90/60 mmHg. As long as the blood pressure changes too much or too quickly, hypotension symptoms will occur, which is the most common complication.
- Our "Dialysis Hypotension Monitoring System" combines artificial intelligence predictive algorithms, medical-grade wearable devices, and a front-end monitoring system. It uses deep learning to create a hybrid model of three types of neural networks and boosted trees to predict whether a patient is at risk of hypotension.
- When a patient is predicted to be at risk, an alert window and sound will pop up to remind caregivers to adjust dialysis parameters and address potential hypotension.
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