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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