Buzhou Tang

发表

Enhancing ontology-driven diagnostic reasoning with a symptom-dependency-aware Naïve Bayes classifier

Ying Shen, Yaliang Li, Hai-Tao Zheng, 2019, BMC Bioinformatics.

A Cascade Method for Detecting Hedges and their Scope in Natural Language Text

Xiaolong Wang, Xuan Wang, Buzhou Tang, 2010, CoNLL Shared Task.

Recognizing and Encoding Discorder Concepts in Clinical Text using Machine Learning and Vector Space Model

Hua Xu, Yonghui Wu, Joshua C. Denny, 2013, CLEF.

Recognizing clinical entities in hospital discharge summaries using Structural Support Vector Machines with word representation features

Hua Xu, Yonghui Wu, Min Jiang, 2013, BMC Medical Informatics and Decision Making.

A Deep Learning-Based System for the MEDDOCAN Task

Shuai Chen, Qingcai Chen, Buzhou Tang, 2019, IberLEF@SEPLN.

Entity recognition in Chinese clinical text using attention-based CNN-LSTM-CRF

Jun Yan, Qingcai Chen, Buzhou Tang, 2019, BMC Medical Informatics and Decision Making.

HITSZ _ CNER : A hybrid system for entity recognition from Chinese clinical text

Qingcai Chen, Buzhou Tang, Xiaolong Wang, 2017 .

Overlapping community detection in networks with positive and negative links

Buzhou Tang, B. Yuan, Yi Chen, 2014 .

Depression Risk Prediction for Chinese Microblogs via Deep-Learning Methods: Content Analysis

Qingcai Chen, Buzhou Tang, Jun Yan, 2020, JMIR medical informatics.

Family history information extraction via deep joint learning

Qingcai Chen, Buzhou Tang, Xiaolong Wang, 2019, BMC Medical Informatics and Decision Making.

Re-examination of Rule-Based Methods in Deidentification of Electronic Health Records: Algorithm Development and Validation

Buzhou Tang, Muyun Yang, T. Zhao, 2020, JMIR medical informatics.

Validation of the Ability of SYNTAX and Clinical SYNTAX Scores to Predict Adverse Cardiovascular Events After Stent Implantation

Xiaolong Wang, Qingcai Chen, Buzhou Tang, 2016, Angiology.

A Labeling Method for Financial Time Series Prediction Based on Trends

Buzhou Tang, Xiaolong Wang, Dingming Wu, 2020, Entropy.

Parsing clinical text: how good are the state-of-the-art parsers?

Buzhou Tang, Hua Xu, Jung-wei Fan, 2015, BMC medical informatics and decision making.

Using Character-Level and Entity-Level Representations to Enhance Bidirectional Encoder Representation From Transformers-Based Clinical Semantic Textual Similarity Model: ClinicalSTS Modeling Study

Qingcai Chen, Buzhou Tang, Jun Yan, 2020, JMIR medical informatics.

Tachycardia pacing induces myocardial neovascularization and mobilizes circulating endothelial progenitor cells partly via SDF-1 pathway in canines

Qingcai Chen, Buzhou Tang, Xiaolong Wang, 2016, Heart and Vessels.

Multimodal data matters: language model pre-training over structured and unstructured electronic health records

Buzhou Tang, Hui Wang, Huiqin Xu, 2022, 2201.10113.

Boosting lesion annotation via aggregating explicit relations in external medical knowledge graph

Buzhou Tang, Yixin Chen, Xianbing Zhao, 2022, Artif. Intell. Medicine.

CATNet: Cross-event Attention-based Time-aware Network for Medical Event Prediction

Buzhou Tang, Hui Wang, Huiqin Xu, 2022, Artif. Intell. Medicine.

Linking suicide and social determinants of health in South Korea: An investigation of structural determinants

Buzhou Tang, Yongjun Zhu, Jihyun Baek, 2022, Frontiers in Public Health.

Multimodal Data Matters: Language Model Pre-Training Over Structured and Unstructured Electronic Health Records.

Buzhou Tang, Hui Wang, Huiqin Xu, 2022, IEEE journal of biomedical and health informatics.

Multimodal Data Matters: Language Model Pre-Training Over Structured and Unstructured Electronic Health Records

Buzhou Tang, Hui Wang, Huiqin Xu, 2022, IEEE Journal of Biomedical and Health Informatics.

CBN: Constructing a clinical Bayesian network based on data from the electronic medical record

Yaliang Li, Jin Zhang, Buzhou Tang, 2018, J. Biomed. Informatics.

Protein Remote Homology Detection and Fold Recognition based on Features Extracted from Frequency Profiles

Xiaolong Wang, Xuan Wang, Buzhou Tang, 2011, J. Comput..

Overlapping community detection in weighted networks via a Bayesian approach

Qingcai Chen, Buzhou Tang, Xiaolong Wang, 2017 .

Network structure exploration in networks with node attributes

Buzhou Tang, Xin Xiang, Junzhao Bu, 2016 .

Structural regularity exploration in multidimensional networks via Bayesian inference

Xiaolong Wang, Yi Chen, Buzhou Tang, 2018, Neural Computing and Applications.

De-identification of clinical notes via recurrent neural network and conditional random field.

Xiaolong Wang, Qingcai Chen, Buzhou Tang, 2017, Journal of biomedical informatics.

Hierarchical Molecular Graph Self-Supervised Learning for property prediction

Buzhou Tang, Xianbing Zhao, X. Zang, 2023, Communications Chemistry.

Identifying the status of genetic lesions in cancer clinical trial documents using machine learning

Buzhou Tang, Mia A Levy, Michael J. Cantrell, 2012, BMC Genomics.

The CHEMDNER corpus of chemicals and drugs and its annotation principles

Zhiyong Lu, Karin M. Verspoor, Hongfang Liu, 2015, Journal of Cheminformatics.

Extracting entities with attributes in clinical text via joint deep learning

Yaoyun Zhang, Qingcai Chen, Buzhou Tang, 2019, J. Am. Medical Informatics Assoc..

A Joint Syntactic and Semantic Dependency Parsing System based on Maximum Entropy Models

Xiaolong Wang, Xuan Wang, Lu Li, 2009, CoNLL Shared Task.

An automatic system to identify heart disease risk factors in clinical texts over time

Xin Liu, Xiaolong Wang, Jingfeng Wang, 2015, J. Biomed. Informatics.

PrTransH: Embedding Probabilistic Medical Knowledge from Real World EMR Data pdf

Yao Wang, Jun Yan, Buzhou Tang, 2019, ArXiv.

Usability Study of Mainstream Wearable Fitness Devices: Feature Analysis and System Usability Scale Evaluation

Buzhou Tang, Jun Liang, Jianbo Lei, 2018, JMIR mHealth and uHealth.

Drug-Drug Interaction Extraction via Convolutional Neural Networks

Xiaolong Wang, Qingcai Chen, Buzhou Tang, 2016, Comput. Math. Methods Medicine.

Drug2Vec: Knowledge-aware Feature-driven Method for Drug Representation Learning

Yaliang Li, Nan Du, Buzhou Tang, 2018, 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Dependency-based convolutional neural network for drug-drug interaction extraction

Kai Chen, Qingcai Chen, Buzhou Tang, 2016, 2016 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Identifying High Quality Document-Summary Pairs through Text Matching

Yang Xiang, Xiaolong Wang, Qingcai Chen, 2017, Inf..

User Recommendation Based on Network Structure in Social Networks

Xiaolong Wang, Yi Chen, Buzhou Tang, 2015, ICONIP.

Network structure exploration via Bayesian nonparametric models

Buzhou Tang, Xin Xiang, Yi Chen, 2014, 1403.0466.

Automatic exploration of structural regularities in networks

Buzhou Tang, Yi Chen, Xuan Wang, 2014, 1403.0466.

Analyzing Differences between Chinese and English Clinical Text: A Cross-Institution Comparison of Discharge Summaries in Two Languages

Kai Zheng, Hua Xu, Randolph A. Miller, 2016, MedInfo.

Using Knowledge-Based Pretrained Language Model for Mining Drug and Chemical-Protein Interactions

Buzhou Tang, Qingyao Li, Ying Xiong, 2021 .

A fine-grained Chinese word segmentation and part-of-speech tagging corpus for clinical text

Jun Yan, Hua Xu, Ying Xiong, 2019, BMC Medical Informatics and Decision Making.

CNN-based ranking for biomedical entity normalization

Xiaolong Wang, Qingcai Chen, Buzhou Tang, 2017, BMC Bioinformatics.

Drug Name Recognition: Approaches and Resources

Xiaolong Wang, Qingcai Chen, Buzhou Tang, 2015, Inf..

CNN-based ranking for biomedical entity normalization

Xiaolong Wang, Hua Xu, Qingcai Chen, 2017, BMC Bioinformatics.

Entity recognition from clinical texts via recurrent neural network

Ming Yang, Xiaolong Wang, Hua Xu, 2017, BMC Medical Informatics and Decision Making.

Improving deep learning method for biomedical named entity recognition by using entity definition information

Jun Yan, Qingcai Chen, Buzhou Tang, 2021, BMC Bioinformatics.

UTH_CCB: A report for SemEval 2014 – Task 7 Analysis of Clinical Text

Yaoyun Zhang, Jingqi Wang, Hua Xu, 2014, *SEMEVAL.

CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark pdf

Zhifang Sui, Hongying Zan, Buzhou Tang, 2021, ACL.

Real-world data medical knowledge graph: construction and applications

Yao Wang, Buzhou Tang, Tsung-Hui Chang, 2020, Artif. Intell. Medicine.

Domain Adaptation for Semantic Role Labeling of Clinical Text

Yaoyun Zhang, Jingqi Wang, Hua Xu, 2015, AMIA.

Role of text mining in early identification of potential drug safety issues.

Mei Liu, Buzhou Tang, Yong Hu, 2014, Methods in molecular biology.

Semi-supervised Visual Feature Integration for Language Models through Sentence Visualization

Qingcai Chen, Buzhou Tang, Lisai Zhang, 2021, ICMI.

Answer Sequence Learning with Neural Networks for Answer Selection in Community Question Answering

Xiaolong Wang, Xiaoqiang Zhou, Qingcai Chen, 2015, ACL.

Incorporating Label Dependency for Answer Quality Tagging in Community Question Answering via CNN-LSTM-CRF

Yang Xiang, Xiaolong Wang, Yang Qin, 2016, COLING.

Adoption of Electronic Health Records (EHRs) in China During the Past 10 Years: Consecutive Survey Data Analysis and Comparison of Sino-American Challenges and Experiences

Buzhou Tang, Jianbo Lei, Jun Liang, 2021, Journal of medical Internet research.

TMMDA: A New Token Mixup Multimodal Data Augmentation for Multimodal Sentiment Analysis

Buzhou Tang, Yang Xiang, Sicen Liu, 2023, WWW.

HMAI-BERT: Hierarchical Multimodal Alignment and Interaction Network-Enhanced BERT for Multimodal Sentiment Analysis

Buzhou Tang, Sicen Liu, Yiting Chen, 2022, 2022 IEEE International Conference on Multimedia and Expo (ICME).

LCQMC:A Large-scale Chinese Question Matching Corpus

Xin Liu, Jing Chen, Qingcai Chen, 2018, COLING.

The BQ Corpus: A Large-scale Domain-specific Chinese Corpus For Sentence Semantic Equivalence Identification

Xin Liu, Jing Chen, Qingcai Chen, 2018, EMNLP.

Learnable Compression Network with Transformer for Approximate Nearest Neighbor Search pdf

Haokui Zhang, Xiaoyu Wang, Wenze Hu, 2021, ArXiv.

MAG+: An Extended Multimodal Adaptation Gate for Multimodal Sentiment Analysis

Buzhou Tang, Lei Gao, Wanting Li, 2022, ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Multi-channel fusion LSTM for medical event prediction using EHRs

Xiaolong Wang, Buzhou Tang, Hui Wang, 2022, J. Biomed. Informatics.

Connecting Compression Spaces with Transformer for Approximate Nearest Neighbor Search

Buzhou Tang, Haokui Zhang, Wenze Hu, 2021, ECCV.

Prediction of protein binding sites in protein structures using hidden Markov support vector machine

Xiaolong Wang, Xuan Wang, Buzhou Tang, 2009, BMC Bioinformatics.

A hybrid method of recurrent neural network and graph neural network for next-period prescription prediction

Qingcai Chen, Buzhou Tang, Xiaolong Wang, 2020, Int. J. Mach. Learn. Cybern..

Enhancing ontology-driven diagnostic reasoning with a symptom-dependency-aware Naïve Bayes classifier

Haitao Zheng, Ying Shen, Yaliang Li, 2019, BMC Bioinformatics.

Self-supervised Dynamic Graph Embedding with evolutionary neighborhood and community

Buzhou Tang, X. Zang, 2023, Expert Syst. Appl..

Two heads are better than one: Enhancing medical representations by pre-training over structured and unstructured electronic health records

Yongshuai Hou, Hui Wang, Ge Li, 2022, ArXiv.

Extracting Semantic Lexicons from Discharge Summaries using Machine Learning and the C-Value Method

Hua Xu, Joshua C. Denny, Min Jiang, 2012, AMIA.

A hybrid system for temporal information extraction from clinical text

Hua Xu, Yonghui Wu, Joshua C. Denny, 2013, J. Am. Medical Informatics Assoc..

Research and applications: A comprehensive study of named entity recognition in Chinese clinical text

Hua Xu, Min Jiang, Buzhou Tang, 2014, J. Am. Medical Informatics Assoc..

KMR: knowledge-oriented medicine representation learning for drug–drug interaction and similarity computation

Min Yang, Yaliang Li, Nan Du, 2019, Journal of Cheminformatics.

A novel word embedding learning model using the dissociation between nouns and verbs

Qingcai Chen, Buzhou Tang, Baotian Hu, 2016, Neurocomputing.

Health Natural Language Processing: Methodology Development and Applications.

Zhengxing Huang, Tianyong Hao, Heng Weng, 2020, JMIR medical informatics.

EAPB: entropy-aware path-based metric for ontology quality

Buzhou Tang, Kai Lei, Ying Shen, 2018, J. Biomed. Semant..

A Study on Automatic Generation of Chinese Discharge Summary

Qingcai Chen, Buzhou Tang, Xiaolong Wang, 2019, 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Trigger Word Detection and Thematic Role Identification via BERT and Multitask Learning

Qingcai Chen, Buzhou Tang, Baotian Hu, 2019, EMNLP.

Clinical Acronym/Abbreviation Normalization using a Hybrid Approach

Hua Xu, Yonghui Wu, Joshua C. Denny, 2013, CLEF.

Gated Semantic Difference Based Sentence Semantic Equivalence Identification

Yang Hua, Buzhou Tang, Jing Chen, 2020, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Biomedical relation extraction via knowledge-enhanced reading comprehension

Jing Chen, Baotian Hu, Qingcai Chen, 2022, BMC Bioinformatics.

Chinese Clinical Entity Recognition via Attention-Based CNN-LSTM-CRF

Xiaolong Wang, Qingcai Chen, Buzhou Tang, 2018, 2018 IEEE International Conference on Healthcare Informatics Workshop (ICHI-W).

Recognizing Disjoint Clinical Concepts in Clinical Text Using Machine Learning-based Methods

Xiaolong Wang, Yaoyun Zhang, Jingqi Wang, 2015, AMIA.

Overlapping community detection in networks with positive and negative links pdf

Xiaolong Wang, Yi Chen, Bo Yuan, 2013, ArXiv.

EAPB: entropy-aware path-based metric for ontology quality

Buzhou Tang, Min Yang, Ying Shen, 2018, Journal of Biomedical Semantics.

Distributed representation and one-hot representation fusion with gated network for clinical semantic textual similarity

Qingcai Chen, Buzhou Tang, Xiaolong Wang, 2020, BMC Medical Informatics and Decision Making.

Evaluation of Vector Space Models for Medical Disorders Information Retrieval

Yaoyun Zhang, Hua Xu, Trevor Cohen, 2013, CLEF.

Feature Engineering for Drug Name Recognition in Biomedical Texts: Feature Conjunction and Feature Selection

Xiaolong Wang, Qingcai Chen, Buzhou Tang, 2015, Comput. Math. Methods Medicine.

Research and applications: A comprehensive study of named entity recognition in Chinese clinical text

Buzhou Tang, Min Jiang, Jianbo Lei, 2014, J. Am. Medical Informatics Assoc..

Novel Graph-Based Model With Biaffine Attention for Family History Extraction From Clinical Text: Modeling Study

Qingcai Chen, Buzhou Tang, Xiaolong Wang, 2020, JMIR medical informatics.

A hybrid method of recurrent neural network and graph neural network for next-period prescription prediction

Qingcai Chen, Buzhou Tang, Xiaolong Wang, 2020, International Journal of Machine Learning and Cybernetics.

Recognizing Continuous and Discontinuous Adverse Drug Reaction Mentions from Social Media Using LSTM-CRF

Qingcai Chen, Buzhou Tang, Xiaolong Wang, 2018, Wirel. Commun. Mob. Comput..

Overview of the CCKS 2019 Knowledge Graph Evaluation Track: Entity, Relation, Event and QA pdf

Xianpei Han, Qinghua Wen, Guilin Qi, 2020, ArXiv.

Decomposing Word Embedding with the Capsule Network

Yan Liu, Xin Liu, Baotian Hu, 2020, Knowl. Based Syst..

Evaluating Word Representation Features in Biomedical Named Entity Recognition Tasks

Xiaolong Wang, Hua Xu, Qingcai Chen, 2014, BioMed research international.

De-identification of Clinical Text via Bi-LSTM-CRF with Neural Language Models

Buzhou Tang, Ying Shen, Xiaolong Wang, 2019, AMIA.

A Joint Model for Medical Named Entity Recognition and Normalization

Qingcai Chen, Buzhou Tang, Xiaolong Wang, 2020, IberLEF@SEPLN.

Document-level medical relation extraction via edge-oriented graph neural network based on document structure and external knowledge

Qingcai Chen, Buzhou Tang, Xiaolong Wang, 2021, BMC Medical Informatics and Decision Making.

A Method to Learn Embedding of a Probabilistic Medical Knowledge Graph: Algorithm Development

Buzhou Tang, Jun Yan, Linfeng Li, 2020, JMIR medical informatics.

Using Character-Level and Entity-Level Representations to Enhance Bidirectional Encoder Representation From Transformers-Based Clinical Semantic Textual Similarity Model: ClinicalSTS Modeling Study

Qingcai Chen, Buzhou Tang, Jun Yan, 2020, JMIR medical informatics.

Integrate Image Representation to Text Model on Sentence Level: a Semi-supervised Framework pdf

Qingcai Chen, Dongfang Li, Buzhou Tang, 2019, ArXiv.

Cross-Lingual Transfer Learning for Medical Named Entity Recognition

Lei Wang, Wei Lu, Chun Wang, 2020, DASFAA.

Reranking for Stacking Ensemble Learning

Xiaolong Wang, Xuan Wang, Qingcai Chen, 2010, ICONIP.

CapsTM: capsule network for Chinese medical text matching

Yedan Shen, Qingcai Chen, Buzhou Tang, 2021, BMC Medical Informatics and Decision Making.

Health Natural Language Processing: Methodology Development and Applications

Buzhou Tang, Tianyong Hao, Zhengxing Huang, 2020, JMIR medical informatics.

A Method to Learn Embedding of a Probabilistic Medical Knowledge Graph: Algorithm Development

Buzhou Tang, Jun Yan, Linfeng Li, 2020, JMIR Medical Informatics.

KGDDS: A System for Drug-Drug Similarity Measure in Therapeutic Substitution based on Knowledge Graph Curation

Buzhou Tang, Min Yang, Kai Lei, 2019, Journal of Medical Systems.

Temporal indexing of medical entity in Chinese clinical notes

Xiaolong Wang, Hua Xu, Qingcai Chen, 2019, BMC Medical Informatics and Decision Making.

CMedTEX: A Rule-based Temporal Expression Extraction and Normalization System for Chinese Clinical Notes

Xiaolong Wang, Qingcai Chen, Buzhou Tang, 2016, AMIA.

Cohort selection for clinical trials using hierarchical neural network

Ying Xiong, Qingcai Chen, Buzhou Tang, 2019, J. Am. Medical Informatics Assoc..

Named Entity Recognition in Clinical Text Based on Capsule-LSTM for Privacy Protection

Buzhou Tang, Ruifeng Xu, Yuhan Liu, 2019, AIMS.

A comparison of conditional random fields and structured support vector machines for chemical entity recognition in biomedical literature

Xiaolong Wang, Yaoyun Zhang, Jingqi Wang, 2015, Journal of Cheminformatics.

Parsing clinical text: how good are the state-of-the-art parsers?

Hua Xu, Joshua C. Denny, Min Jiang, 2014, DTMBIO '14.

Clinical entity recognition using structural support vector machines with rich features

Hua Xu, Yonghui Wu, Buzhou Tang, 2012, DTMBIO '12.

Adoption of Electronic Health Records (EHRs) in China During the Past 10 Years: Consecutive Survey Data Analysis and Comparison of Sino-American Challenges and Experiences (Preprint)

Buzhou Tang, Jianbo Lei, Jun Liang, 2020 .

Depression Risk Prediction for Chinese Microblogs via Deep-Learning Methods: Content Analysis

Qingcai Chen, Buzhou Tang, Jun Yan, 2020, JMIR medical informatics.

HITSZ_CDR: an end-to-end chemical and disease relation extraction system for BioCreative V

Xiaolong Wang, Kai Chen, Zhe Wang, 2016, Database J. Biol. Databases Curation.

Effects of Semantic Features on Machine Learning-Based Drug Name Recognition Systems: Word Embeddings vs. Manually Constructed Dictionaries

Xiaolong Wang, Qingcai Chen, Buzhou Tang, 2015, Inf..

Automatic de-identification of electronic medical records using token-level and character-level conditional random fields

Xiaolong Wang, Jingfeng Wang, Qingcai Chen, 2015, J. Biomed. Informatics.

Novel Graph-Based Model With Biaffine Attention for Family History Extraction From Clinical Text: Modeling Study (Preprint)

Qingcai Chen, Buzhou Tang, Xiaolong Wang, 2020 .

A Unified Machine Reading Comprehension Framework for Cohort Selection

Zhengxing Huang, Buzhou Tang, Weihua Peng, 2021, IEEE Journal of Biomedical and Health Informatics.

HITSZ-ICRC: A Report for SMM4H Shared Task 2019-Automatic Classification and Extraction of Adverse Effect Mentions in Tweets

Buzhou Tang, Jun Yan, Xiaowei Huang, 2019, Proceedings of the Fourth Social Media Mining for Health Applications (#SMM4H) Workshop & Shared Task.

Chemical-induced disease extraction via recurrent piecewise convolutional neural networks

Ming Yang, Jun Yan, Xiaolong Wang, 2018, BMC Medical Informatics and Decision Making.

Revisiting Event Argument Extraction: Can EAE Models Learn Better When Being Aware of Event Co-occurrences?

Buzhou Tang, Yuxin He, Jing-Hao Hu, 2023, ACL.

Macro Features Based Text Categorization

Xiaolong Wang, Qingcai Chen, Buzhou Tang, 2011, ICONIP.

Shared-Private Memory Networks For Multimodal Sentiment Analysis

Buzhou Tang, Sicen Liu, Xianbing Zhao, 2023, IEEE Transactions on Affective Computing.