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Table 6 The ER classification results on colon cancer. Part 1 shows the results of the relevant methods we used; the other related works, which achieved the very good results are shown in Part 2

From: A system for automatically extracting clinical events with temporal information

 

Method

P

R

F1

Part 1

RNN

0.697

0.721

0.709

RNN-whole

0.668

0.680

0.674

RNN-att

0.719

0.715

0.717

RNN-pie

0.717

0.709

0.713

APRNN-wiki

0.727

0.717

0.722

APRNN-BioASQ

0.731

0.723

0.727

APRNN

0.733

0.711

0.729

Part 2

BluLab: run 1–3

0.712

0.693

0.702

SVM

0.678

0.658

0.668

Att-BLSTM

0.721

0.715

0.718

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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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