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Deep learning in clinical natural language processing: a methodical review

Journal of the American Medical Informatics Association : JAMIA, 2020-03, Vol.27 (3), p.457-470

2020

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CLART: A cascaded lattice-and-radical transformer network for Chinese medical named entity recognition

Heliyon, 2023-10, Vol.9 (10), p.e20692-e20692, Article e20692

2023

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LLET: Lightweight Lexicon-Enhanced Transformer for Chinese NER

ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024, p.12677-12681

2024

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Linking Fine-Grained Locations in User Comments (Extended Abstract)

2018 IEEE 34th International Conference on Data Engineering (ICDE), 2018, p.1763-1764

2018

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DualFLAT: Dual Flat-Lattice Transformer for domain-specific Chinese named entity recognition

Information processing & management, 2025-01, Vol.62 (1), p.103902, Article 103902

2025

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A study of deep learning approaches for medication and adverse drug event extraction from clinical text

Journal of the American Medical Informatics Association : JAMIA, 2020-01, Vol.27 (1), p.13-21

2020

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Dust: Dual-Grained Syntax-Aware Transformer Network for Chinese Named Entity Recognition

ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024, p.12717-12721

2024

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Relation Extraction from Clinical Narratives Using Pre-trained Language Models

AMIA ... Annual Symposium proceedings, 2019, Vol.2019, p.1236-1245

2019

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MVT: Chinese NER Using Multi-View Transformer

IEEE/ACM transactions on audio, speech, and language processing, 2024, Vol.32, p.3656-3668

2024

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Extracting entities with attributes in clinical text via joint deep learning

Journal of the American Medical Informatics Association : JAMIA, 2019-12, Vol.26 (12), p.1584-1591

2019

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A study of entity-linking methods for normalizing Chinese diagnosis and procedure terms to ICD codes

Journal of biomedical informatics, 2020-05, Vol.105, p.103418-103418, Article 103418

2020

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Question-answer topic model for question retrieval in community question answering

Proceedings of the 21st ACM international conference on Information and knowledge management, 2012, p.2471-2474

2012

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BERT-based Ranking for Biomedical Entity Normalization

AMIA Summits on Translational Science proceedings, 2020-05, Vol.2020, p.269-277

2020

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Linking Fine-Grained Locations in User Comments

IEEE transactions on knowledge and data engineering, 2018-01, Vol.30 (1), p.59-72

2018

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A Discrete Joint Model for Entity and Relation Extraction from Clinical Notes

AMIA Summits on Translational Science proceedings, 2021, Vol.2021, p.315-324

2021

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Comparing Cancer Information Needs for Consumers in the US and China

Studies in health technology and informatics, 2017, Vol.245, p.126

2017

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Leveraging Large-Scale Weakly Labeled Data for Semi-Supervised Mass Detection in Mammograms

2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021, p.3854-3863

2021

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Cost-sensitive Active Learning for Phenotyping of Electronic Health Records

AMIA Summits on Translational Science proceedings, 2019, Vol.2019, p.829-838

2019

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Learning to rank for question routing in community question answering

Proceedings of the 22nd ACM international conference on Information & Knowledge Management, 2013, p.2363-2368

2013

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Joint Recognition and Linking of Fine-Grained Locations from Tweets

Proceedings of the 25th International Conference on World Wide Web, 2016, p.1271-1281

2016

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A Category-integrated Language Model for Question Retrieval in Community Question Answering

Information Retrieval Technology, p.14-25

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Dual role model for question recommendation in community question answering

Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval, 2012, p.771-780

2012

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Embryonic endothelial evolution towards first hematopoietic stem cells revealed by single-cell transcriptomic and functional analyses

Cell research, 2020-05, Vol.30 (5), p.376-392

2020

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Heterogeneity in endothelial cells and widespread venous arterialization during early vascular development in mammals

Cell research, 2022-04, Vol.32 (4), p.333-348

2022

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Hypoxia induces miR-153 through the IRE1α-XBP1 pathway to fine tune the HIF1α/VEGFA axis in breast cancer angiogenesis

Oncogene, 2018-04, Vol.37 (15), p.1961-1975

2018

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Deep learning in clinical natural language processing: a methodical review

CLART: A cascaded lattice-and-radical transformer network for Chinese medical named entity recognition

LLET: Lightweight Lexicon-Enhanced Transformer for Chinese NER

Linking Fine-Grained Locations in User Comments (Extended Abstract)

DualFLAT: Dual Flat-Lattice Transformer for domain-specific Chinese named entity recognition

A study of deep learning approaches for medication and adverse drug event extraction from clinical text

Dust: Dual-Grained Syntax-Aware Transformer Network for Chinese Named Entity Recognition

Relation Extraction from Clinical Narratives Using Pre-trained Language Models

MVT: Chinese NER Using Multi-View Transformer

Extracting entities with attributes in clinical text via joint deep learning

A study of entity-linking methods for normalizing Chinese diagnosis and procedure terms to ICD codes

Question-answer topic model for question retrieval in community question answering

BERT-based Ranking for Biomedical Entity Normalization

Linking Fine-Grained Locations in User Comments

A Discrete Joint Model for Entity and Relation Extraction from Clinical Notes

Comparing Cancer Information Needs for Consumers in the US and China

Leveraging Large-Scale Weakly Labeled Data for Semi-Supervised Mass Detection in Mammograms

Cost-sensitive Active Learning for Phenotyping of Electronic Health Records

Learning to rank for question routing in community question answering

Joint Recognition and Linking of Fine-Grained Locations from Tweets

A Category-integrated Language Model for Question Retrieval in Community Question Answering

Dual role model for question recommendation in community question answering

Embryonic endothelial evolution towards first hematopoietic stem cells revealed by single-cell transcriptomic and functional analyses

Heterogeneity in endothelial cells and widespread venous arterialization during early vascular development in mammals

Hypoxia induces miR-153 through the IRE1α-XBP1 pathway to fine tune the HIF1α/VEGFA axis in breast cancer angiogenesis

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