TABLE 3. Summary of the Scoring Metric for Each Individual LSTM Model (all the 13 Patients).

Patient #	Total Events	High ICP Incidence Rate (%)	RMSE (mmHg)	Accuracy (%)	Sensitivity (%)	Specificity (%)
1	404	37.13	1.89	95.54	94.00	96.46
2	1920	69.69	3.04	88.91	92.60	80.41
3	293	3.75	1.00	96.93	63.64	98.23
4	236	18.22	1.60	91.10	83.72	92.75
5	1002	60.38	1.56	92.22	94.05	89.42
6	272	47.43	1.19	96.69	96.12	97.2
7	685	1.75	2.19	97.08	33.33	98.22
8	276	6.88	4.31	92.03	47.37	95.33
9	410	0.00	0.89	99.76	NaN	99.76
10	138	11.59	2.70	96.38	87.50	97.54
11	413	23.97	4.04	93.70	88.89	95.22
12	638	1.72	2.55	98.75	54.55	99.52
13	440	4.32	1.37	96.14	63.16	97.62
Average	548	22.06	2.18	* 94.62	* 74.91	* 94.83

^*The 9th patient data were excluded.