Shaodian Zhang

According to our database, Shaodian Zhang authored at least 23 papers between 2010 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

A gradient boosting tree model for multi-department venous thromboembolism risk assessment with imbalanced data.

Handong Ma, Zhecheng Dong, Mingcheng Chen, Wenbo Sheng, Yao Li, Weinan Zhang, Shaodian Zhang, Yong Yu

J. Biomed. Informatics, 2022

Retrieval-Based Gradient Boosting Decision Trees for Disease Risk Assessment.

Handong Ma, Jiahang Cao, Yuchen Fang, Weinan Zhang, Wenbo Sheng, Shaodian Zhang, Yong Yu

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

2021

A novel hierarchical machine learning model for hospital-acquired venous thromboembolism risk assessment among multiple-departments.

Handong Ma, Wenbo Sheng, Jiyu Li, Lengchen Hou, Jiafang Yang, Junjie Cai, Wenxiang Xu, Shaodian Zhang

J. Biomed. Informatics, 2021

2019

Detection of medical text semantic similarity based on convolutional neural network.

Tao Zheng, Yimei Gao, Fei Wang, Chenhao Fan, Xingzhi Fu, Mei Li, Ya Zhang, Shaodian Zhang, Handong Ma

BMC Medical Informatics Decis. Mak., 2019

Sampled in Pairs and Driven by Text: A New Graph Embedding Framework.

Liheng Chen, Yanru Qu, Zhenghui Wang, Lin Qiu, Weinan Zhang, Ken Chen, Shaodian Zhang, Yong Yu

Proceedings of the World Wide Web Conference, 2019

2018

TGE-PS: Text-driven Graph Embedding with Pairs Sampling.

Liheng Chen, Yanru Qu, Zhenghui Wang, Lin Qiu, Weinan Zhang, Ken Chen, Shaodian Zhang, Yong Yu

CoRR, 2018

Label-Aware Double Transfer Learning for Cross-Specialty Medical Named Entity Recognition.

Zhenghui Wang, Yanru Qu, Liheng Chen, Jian Shen, Weinan Zhang, Shaodian Zhang, Yimei Gao, Gen Gu, Ken Chen, Yong Yu

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Adaptive Multi-Task Transfer Learning for Chinese Word Segmentation in Medical Text.

Junjie Xing, Kenny Q. Zhu, Shaodian Zhang

Proceedings of the 27th International Conference on Computational Linguistics, 2018

2017

Longitudinal analysis of discussion topics in an online breast cancer community using convolutional neural networks.

Shaodian Zhang, Edouard Grave, Elizabeth Sklar, Noémie Elhadad

J. Biomed. Informatics, 2017

A cascaded approach for Chinese clinical text de-identification with less annotation effort.

Zhe Jian, Xusheng Guo, Shijian Liu, Handong Ma, Shaodian Zhang, Rui Zhang, Jianbo Lei

J. Biomed. Informatics, 2017

Online cancer communities as informatics intervention for social support: conceptualization, characterization, and impact.

Shaodian Zhang, Erin O'Carroll Bantum, Jason E. Owen, Suzanne Bakken, Noémie Elhadad

J. Am. Medical Informatics Assoc., 2017

EliIE: An open-source information extraction system for clinical trial eligibility criteria.

Tian Kang, Shaodian Zhang, Youlan Tang, Gregory William Hruby, Alexander Rusanov, Noémie Elhadad, Chunhua Weng

J. Am. Medical Informatics Assoc., 2017

Detecting negation and scope in Chinese clinical notes using character and word embedding.

Tian Kang, Shaodian Zhang, Nanfang Xu, Dong Wen, Xingting Zhang, Jianbo Lei

Comput. Methods Programs Biomed., 2017

We Make Choices We Think are Going to Save Us: Debate and Stance Identification for Online Breast Cancer CAM Discussions.

Shaodian Zhang, Lin Qiu, Frank Chen, Weinan Zhang, Yong Yu, Noémie Elhadad

Proceedings of the 26th International Conference on World Wide Web Companion, 2017

Cataloguing Treatments Discussed and Used in Online Autism Communities.

Shaodian Zhang, Tian Kang, Lin Qiu, Weinan Zhang, Yong Yu, Noémie Elhadad

Proceedings of the 26th International Conference on World Wide Web, 2017

2016

Speculation detection for Chinese clinical notes: Impacts of word segmentation and embedding models.

Shaodian Zhang, Tian Kang, Xingting Zhang, Dong Wen, Noémie Elhadad, Jianbo Lei

J. Biomed. Informatics, 2016

Factors Contributing to Dropping-out in an Online Health Community: Static and Longitudinal Analyses.

Shaodian Zhang, Noemie Elhadad

Proceedings of the AMIA 2016, 2016

2014

Does Sustained Participation in an Online Health Community Affect Sentiment?

Shaodian Zhang, Erin O'Carroll Bantum, Jason E. Owen, Noemie Elhadad

Proceedings of the AMIA 2014, 2014

Characterizing the Sublanguage of Online Breast Cancer Forums for Medications, Symptoms, and Emotions.

Noémie Elhadad, Shaodian Zhang, Patricia Driscoll, Samuel Brody

Proceedings of the AMIA 2014, 2014

2013

Named entity recognition for tweets.

Xiaohua Liu, Furu Wei, Shaodian Zhang, Ming Zhou

ACM Trans. Intell. Syst. Technol., 2013

Unsupervised biomedical named entity recognition: Experiments with clinical and biological texts.

Shaodian Zhang, Noemie Elhadad

J. Biomed. Informatics, 2013

2011

Recognizing Named Entities in Tweets.

Xiaohua Liu, Shaodian Zhang, Furu Wei, Ming Zhou

Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011

2010

Hedge Detection and Scope Finding by Sequence Labeling with Procedural Feature Selection.

Shaodian Zhang, Hai Zhao, Guodong Zhou, Bao-Liang Lu

Proceedings of the Fourteenth Conference on Computational Natural Language Learning: Shared Task, 2010