Skip to main content

Table 5 The overall performance of different approaches on the i2b2-labtest dataset in detecting values (val) of given lab tests. Best results are shown in boldface

From: Applying a deep learning-based sequence labeling approach to detect attributes of medical concepts in clinical text

AttributeVAL
Baseline
(Bi-LSTM+SVM)
Acc.0.4415
P0.7160
R0.4193
F0.5289
Baseline
(Bi-LSTM+Bi-LSTM)
Acc.0.8993
P0.9248
R0.9288
F0.9268
Sequence LabelingAcc.0.9456
P0.9526
R0.9582
F0.9554