From: An evaluation of time series summary statistics as features for clinical prediction tasks
No. | Research works | Min | Max | Mean | First | Others |
---|---|---|---|---|---|---|
1 | Pollack M M, Patel K M, et al. (1996) [11] | ✓ | ✓ | |||
2 | Ribas V J, Lpez, et al. (2011) [12] | ✓ | ||||
3 | Fialho A S, Cismondi F, et al. (2012) [13] | ✓ | ||||
4 | Bosnjak A, Montilla G (2012) [14] | ✓ | ✓ | ✓ | std | |
5 | Wiens J, Horvitz E, et al. (2012) [15] | ✓ | ✓ | ✓ | std | |
6 | Eren Gultepe, Jeffrey P Green, et al. (2013) [16] | ✓ | std, CV, median, IQR | |||
7 | Pirracchio R, Petersen M L, et al. (2015) [17] | ✓ | ✓ | |||
8 | Lee J, Maslove D M, et al. (2015) [18] | ✓ | ✓ | |||
9 | NM Arzeno, KA Lawson, et al. (2015) [19] | ✓ | ✓ | |||
10 | Lipton Z C, Kale D C, et al. (2015) [20] | ✓ | ||||
11 | Lee J, Dubin J A, et al.(2016) [21] | ✓ | ||||
12 | Awad A, Baderelden M, et al. (2017) [22] | ✓ | ✓ | |||
13 | Morid M A, Sheng O R L, et al.(2017) [23] | ✓ | ✓ | ✓ | ✓ | median |
14 | Harutyunyan H, Khachatrian H, et al. (2017) [9] | ✓ | ✓ | ✓ | ✓ | std, skew |
15 | Sherman E, Gurm H, et al. (2017) [24] | ✓ | ✓ | ✓ | ||
16 | Purushotham S, Meng C, et al. (2018) [10] | ✓ | ✓ | ✓ | ||
17 | Mayhew M B, Petersen B K, et al. (2018) [25] | ✓ | ✓ | ✓ | std |