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Chen Lin
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Year
Temporal annotation in the clinical domain
WF Styler IV, S Bethard, S Finan, M Palmer, S Pradhan, PC De Groen, ...
Transactions of the association for computational linguistics 2, 143-154, 2014
2132014
Temporal annotation in the clinical domain
WF Styler IV, S Bethard, S Finan, M Palmer, S Pradhan, PC De Groen, ...
Transactions of the association for computational linguistics 2, 143-154, 2014
2132014
Use of natural language processing to extract clinical cancer phenotypes from electronic medical records
GK Savova, I Danciu, F Alamudun, T Miller, C Lin, DS Bitterman, ...
Cancer research 79 (21), 5463-5470, 2019
1472019
A BERT-based Universal Model for Both Within-and Cross-sentence Clinical Temporal Relation Extraction
C Lin, T Miller, D Dligach, S Bethard, G Savova
Proceedings of the 2nd Clinical Natural Language Processing Workshop, 65-71, 2019
1222019
Neural temporal relation extraction
D Dligach, T Miller, C Lin, S Bethard, G Savova
Proceedings of the 15th Conference of the European Chapter of the …, 2017
1202017
Automatic prediction of rheumatoid arthritis disease activity from the electronic medical records
C Lin, EW Karlson, H Canhao, TA Miller, D Dligach, PJ Chen, RNG Perez, ...
PloS one 8 (8), e69932, 2013
1102013
DeepPhe: A Natural Language Processing System for Extracting Cancer Phenotypes from Clinical Records
GK Savova, E Tseytlin, S Finan, M Castine, T Miller, O Medvedeva, ...
Cancer Research 77 (21), e115-e118, 2017
1032017
Automatic identification of methotrexate-induced liver toxicity in patients with rheumatoid arthritis from the electronic medical record
C Lin, EW Karlson, D Dligach, MP Ramirez, TA Miller, H Mo, NS Braggs, ...
Journal of the American Medical Informatics Association 22 (e1), e151-e161, 2015
822015
Multilayered temporal modeling for the clinical domain
C Lin, D Dligach, TA Miller, S Bethard, GK Savova
Journal of the American Medical Informatics Association 23 (2), 387-395, 2016
692016
Does BERT need domain adaptation for clinical negation detection?
C Lin, S Bethard, D Dligach, F Sadeque, G Savova, TA Miller
Journal of the American Medical Informatics Association 27 (4), 584-591, 2020
642020
Representations of Time Expressions for Temporal Relation Extraction with Convolutional Neural Networks
C Lin, T Miller, D Dligach, S Bethard, G Savova
BioNLP 2017, 322-327, 2017
512017
A system for coreference resolution for the clinical narrative
J Zheng, WW Chapman, TA Miller, C Lin, RS Crowley, GK Savova
Journal of the American Medical Informatics Association 19 (4), 660-667, 2012
482012
EntityBERT: Entity-centric masking strategy for model pretraining for the clinical domain
C Lin, T Miller, D Dligach, S Bethard, G Savova
Association for Computational Linguistics (ACL), 2021
432021
Maximal information coefficient for feature selection for clinical document classification
C Lin, T Miller, D Dligach, RM Plenge, EW Karlson, G Savova
ICML Workshop on Machine Learning for Clinical Data. Edingburgh, UK, 2012
422012
Self-training improves Recurrent Neural Networks performance for Temporal Relation Extraction
C Lin, T Miller, D Dligach, H Amiri, S Bethard, G Savova
Proceedings of the Ninth International Workshop on Health Text Mining and …, 2018
402018
Discovering temporal narrative containers in clinical text
T Miller, S Bethard, D Dligach, S Pradhan, C Lin, G Savova
Proceedings of the 2013 Workshop on Biomedical Natural Language Processing …, 2013
322013
Discovering temporal narrative containers in clinical text
T Miller, S Bethard, D Dligach, S Pradhan, C Lin, G Savova
Proceedings of the 2013 Workshop on Biomedical Natural Language Processing …, 2013
322013
Leveraging electronic health records data to predict multiple sclerosis disease activity
Y Ahuja, N Kim, L Liang, T Cai, K Dahal, T Seyok, C Lin, S Finan, K Liao, ...
Annals of clinical and translational neurology 8 (4), 800-810, 2021
222021
A BERT-based one-pass multi-task model for clinical temporal relation extraction
C Lin, T Miller, D Dligach, F Sadeque, S Bethard, G Savova
ASSOC COMPUTATIONAL LINGUISTICS-ACL, 2020
222020
Improving temporal relation extraction with training instance augmentation
C Lin, T Miller, D Dligach, S Bethard, G Savova
Proceedings of the 15th Workshop on Biomedical Natural Language Processing …, 2016
192016
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