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Table 2 Rule based studies

From: Current approaches to identify sections within clinical narratives from electronic health records: a systematic review

Reference Type of rules Info. required Generated features Method
Edinger et al. [14] E Flat NS R
Ni et al. [40] E Flat NS H
Phuong and Chau [42] E Flat NS R
Singh et al. [52] E Flat NS R
Wang et al. [60] E Flat NS R
Apostolova et al. [1] R Flat F H
Chen et al. [5], Dai et al. [7] R Flat F H
Hsu et al. [18] R Flat F R
Kropf et al. [25] R Flat NS R
Lin et al. [30] R Flat NS R
Melton et al. [35] R Flat F R
Meystre and Haug [36] R Flat F R
Rubin and Desser [45] R Flat NS R
Sadoughi et al. [46] R Flat F H
Schadow and McDonald [49] R Flat NS R
Schuemie et al. [50] R Do not require F R
Taira et al. [55] R Flat F R
Ganesan and Subotin [16] E,R Flat F H
Jancsary et al. [20] E,R Dictionary NS H
Lee and Choi [27] P Hierarchy NS R
Tran et al. [58] P Hierarchy F,C R
Suominen et al. [54] R,P Flat F,C R
Cho et al. [6] E,R,P Flat F,H H
Denny et al. [9] E,R,P Hierarchy F,H R
Denny et al. [11] E,R,P Hierarchy F,H R
Doan et al. [12] E,R,P Hierarchy F,H R
Mehrabi et al. [34] E,R,P Hierarchy F,H R
Shivade et al. [51] E,R,P Flat F,C R
Xu et al. [65] E,R,P Hierarchy F,H R
  1. NS=Not Specified; Type of Rules: E=Exact matching, R=Regular Expressions, P=Probabilistic rules;Generated Features: F=Formatting features, C= Concept or terms contained, H=Heading Probabilities; Method: R=Rule-based, H=Hybrid