2023
An Interpretable Data-Driven Medical Knowledge Discovery Pipeline Based on Artificial Intelligence.
IEEE J. Biomed. Health Informatics, October, 2023
2022
Fast medical concept normalization for biomedical literature based on stack and index optimized self-attention.
Neural Comput. Appl., 2022
Leveraging Multi-source knowledge for Chinese clinical named entity recognition via relational graph convolutional network.
J. Biomed. Informatics, 2022
An Improved Partition Filter Network for Entity-Relation Joint Extraction.
Proceedings of the Neural Computing for Advanced Applications, 2022
CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark.
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Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022
2021
Clinical quantitative information recognition and entity-quantity association from Chinese electronic medical records.
Int. J. Mach. Learn. Cybern., 2021
CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark.
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CoRR, 2021
Improving deep learning method for biomedical named entity recognition by using entity definition information.
BMC Bioinform., 2021
2020
Distributed representation and one-hot representation fusion with gated network for clinical semantic textual similarity.
BMC Medical Informatics Decis. Mak., April, 2020
A hybrid method of recurrent neural network and graph neural network for next-period prescription prediction.
Int. J. Mach. Learn. Cybern., 2020
PASCAL: a pseudo cascade learning framework for breast cancer treatment entity normalization in Chinese clinical text.
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BMC Medical Informatics Decis. Mak., 2020
RAHM: Relation augmented hierarchical multi-task learning framework for reasonable medication stocking.
J. Biomed. Informatics, 2020
Real-world data medical knowledge graph: construction and applications.
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Artif. Intell. Medicine, 2020
Cross-Lingual Transfer Learning for Medical Named Entity Recognition.
Proceedings of the Database Systems for Advanced Applications, 2020
2019
Family history information extraction via deep joint learning.
BMC Medical Informatics Decis. Mak., December, 2019
A fine-grained Chinese word segmentation and part-of-speech tagging corpus for clinical text.
BMC Medical Informatics Decis. Mak., 2019
Entity recognition in Chinese clinical text using attention-based CNN-LSTM-CRF.
BMC Medical Informatics Decis. Mak., 2019
Discovering thematic change and evolution of utilizing social media for healthcare research.
BMC Medical Informatics Decis. Mak., 2019
Cohort selection for clinical trials using hierarchical neural network.
J. Am. Medical Informatics Assoc., 2019
PrTransH: Embedding Probabilistic Medical Knowledge from Real World EMR Data.
CoRR, 2019
HITSZ-ICRC: A Report for SMM4H Shared Task 2019-Automatic Classification and Extraction of Adverse Effect Mentions in Tweets.
Proceedings of the Fourth Social Media Mining for Health Application Workshop & Shared Task, 2019
A Deep Learning-Based System for the MEDDOCAN Task.
Proceedings of the Iberian Languages Evaluation Forum co-located with 35th Conference of the Spanish Society for Natural Language Processing, 2019
Applying Attention Mechanism and Deep Neural Network for Medical Object Segmentation and Classification in X-Ray Fluoroscopy Images.
Proceedings of the Human Brain and Artificial Intelligence - First International Workshop, 2019
Trends and Features of Human Brain Research Using Artificial Intelligence Techniques: A Bibliometric Approach.
Proceedings of the Human Brain and Artificial Intelligence - First International Workshop, 2019
Overview of CCKS 2018 Task 1: Named Entity Recognition in Chinese Electronic Medical Records.
Proceedings of the Knowledge Graph and Semantic Computing: Knowledge Computing and Language Understanding, 2019
A Deep Learning-Based System for PharmaCoNER.
Proceedings of The 5th Workshop on BioNLP Open Shared Tasks, 2019
A Study on Automatic Generation of Chinese Discharge Summary.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019
De-identification of Clinical Text via Bi-LSTM-CRF with Neural Language Models.
Proceedings of the AMIA 2019, 2019
2018
A Mobile-Based Question-Answering and Early Warning System for Assisting Diabetes Management.
Wirel. Commun. Mob. Comput., 2018
A bibliometric analysis of text mining in medical research.
Soft Comput., 2018
Chemical-induced disease extraction via recurrent piecewise convolutional neural networks.
BMC Medical Informatics Decis. Mak., 2018
A comparative quantitative study of utilizing artificial intelligence on electronic health records in the USA and China during 2008-2017.
BMC Medical Informatics Decis. Mak., 2018
2017
Large-scale extraction of drug-disease pairs from the medical literature.
J. Assoc. Inf. Sci. Technol., 2017
An CNN-LSTM Attention Approach to Understanding User Query Intent from Online Health Communities.
Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017