Prediction of Heart Failure in Children with Congenital Heart Disease Based on Multichannel LSTM

Table 1

Causes of hypercirculatory heart failure in children.

Pathogeny	Corresponding diseases
Increased pulmonary blood flow	Left to right shunt (VSD, PDA, APW, AVSD)
Mixed lesion	TAPVC, TPA, SV
Parallel cycle	TGA
Increased cardiac output	Anemia, arteriovenous fistula, beriberi (vitamin B deficiency), etc.
Valve regurgitation	Mr, AI (congenital, rheumatic, infective endocarditis)