Design for an artificial neural network system to obtain 12-lead ECG from 3-lead Holter VCG recordings

Cardiac experts often make critical diagnoses utilizing information from the standard 12-lead ECG rather than Holter recordings. The development of a Neural Network (NN) system to derive the 12-lead ECG from modified VCG leads recorded using Holter recordings is explored here. The requirements (data acquisition, hardware, software, etc.) of such a system are addressed. A NN to derive the 12-lead ECG with the 3-lead modified VCG as its input is designed.