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Items: 7

1.

Clinical Relation Extraction Toward Drug Safety Surveillance Using Electronic Health Record Narratives: Classical Learning Versus Deep Learning.

Munkhdalai T, Liu F, Yu H.

JMIR Public Health Surveill. 2018 Apr 25;4(2):e29. doi: 10.2196/publichealth.9361.

2.

Neural Semantic Encoders.

Munkhdalai T, Yu H.

Proc Conf Assoc Comput Linguist Meet. 2017 Apr;1:397-407.

3.

Neural Tree Indexers for Text Understanding.

Munkhdalai T, Yu H.

Proc Conf Assoc Comput Linguist Meet. 2017 Apr;1:11-21.

4.

Meta Networks.

Munkhdalai T, Yu H.

Proc Mach Learn Res. 2017 Aug;70:2554-2563.

5.

Self-training in significance space of support vectors for imbalanced biomedical event data.

Munkhdalai T, Namsrai OE, Ryu K.

BMC Bioinformatics. 2015;16 Suppl 7:S6. doi: 10.1186/1471-2105-16-S7-S6. Epub 2015 Apr 23.

6.

Incorporating domain knowledge in chemical and biomedical named entity recognition with word representations.

Munkhdalai T, Li M, Batsuren K, Park HA, Choi NH, Ryu KH.

J Cheminform. 2015 Jan 19;7(Suppl 1 Text mining for chemistry and the CHEMDNER track):S9. doi: 10.1186/1758-2946-7-S1-S9. eCollection 2015.

7.

The CHEMDNER corpus of chemicals and drugs and its annotation principles.

Krallinger M, Rabal O, Leitner F, Vazquez M, Salgado D, Lu Z, Leaman R, Lu Y, Ji D, Lowe DM, Sayle RA, Batista-Navarro RT, Rak R, Huber T, Rocktäschel T, Matos S, Campos D, Tang B, Xu H, Munkhdalai T, Ryu KH, Ramanan SV, Nathan S, Žitnik S, Bajec M, Weber L, Irmer M, Akhondi SA, Kors JA, Xu S, An X, Sikdar UK, Ekbal A, Yoshioka M, Dieb TM, Choi M, Verspoor K, Khabsa M, Giles CL, Liu H, Ravikumar KE, Lamurias A, Couto FM, Dai HJ, Tsai RT, Ata C, Can T, Usié A, Alves R, Segura-Bedmar I, Martínez P, Oyarzabal J, Valencia A.

J Cheminform. 2015 Jan 19;7(Suppl 1 Text mining for chemistry and the CHEMDNER track):S2. doi: 10.1186/1758-2946-7-S1-S2. eCollection 2015.

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