Back to Article

Development of a Hemodialysis Data Collection and Clinical Information System and Establishment of an Intradialytic Blood Pressure/Pulse Rate Predictive Model

Journal of Artificial Intelligence and Big Data | Vol 5, Issue 2

Table 1. Model input variables (features).

NumberAbbreviationFull name
1UFTMUltrafiltration time
2MAPMean arterial pressure
3BLDFBlood flow rate
4VEPSVenous pressure
5TMPTransmembrane pressure
6CDCTConductivity
7DLTPDialysate temperature
8UFRAUltrafiltration rate
9DLFLDialysate flow rate
10HPDRHeparin infusion rate
11HPBVHeparin dose
12HPCVCumulative heparin dose
13BDPSSystolic blood pressure
14BDPLDiastolic blood pressure
15BDPDPulse rate