Machine learning for prediction of bronchopulmonary dysplasia-free survival among very preterm infants

BMC Pediatrics

Table 2 A table depicting the number of infants on each indicated respiratory support mode on Day of life 1, 7, and 14

Day	Respiratory support	Training Dataset		Testing Dataset
Day	Respiratory support	No BPD (n = 282)	BPD (n = 270)	No BPD (n = 70)	BPD (n = 67)
1	HFV	12	35	3	9
	CMV	51	132	15	39
	NIMV	53	40	16	9
	CPAP/HFNC	155	62	34	10
	LFNC/RA	11	1	2	0
7	HFV	6	57	2	10
	CMV	19	83	5	26
	NIMV	16	54	7	18
	CPAP/HFNC	203	75	45	13
	LFNC/RA	38	1	11	0
14	HFV	3	58	1	12
	CMV	12	83	2	26
	NIMV	23	52	8	15
	CPAP/HFNC	165	73	35	14
	LFNC/RA	79	4	24	0

HFV high-frequency ventilation, CMV conventional mechanical ventilation, NIMV non-invasive mechanical ventilation, CPAP continuous positive airway pressure, HFNC high-flow nasal cannula, LFNC low-flow nasal cannula, RA room air

ISSN: 1471-2431