Shaodian Zhang

Publication Activity (10 Years)

Years Active: 2010-2022
Publications (10 Years): 19

Top Topics

Convolutional Neural Network

Top Venues

J. Biomed. Informatics

J. Am. Medical Informatics Assoc.

Publications

Handong Ma, Zhecheng Dong, Mingcheng Chen, Wenbo Sheng, Yao Li, Weinan Zhang, Shaodian Zhang, Yong Yu
A gradient boosting tree model for multi-department venous thromboembolism risk assessment with imbalanced data. J. Biomed. Informatics 134 (2022)
Handong Ma, Jiahang Cao, Yuchen Fang, Weinan Zhang, Wenbo Sheng, Shaodian Zhang, Yong Yu
Retrieval-Based Gradient Boosting Decision Trees for Disease Risk Assessment. KDD (2022)
Handong Ma, Wenbo Sheng, Jiyu Li, Lengchen Hou, Jiafang Yang, Junjie Cai, Wenxiang Xu, Shaodian Zhang
A novel hierarchical machine learning model for hospital-acquired venous thromboembolism risk assessment among multiple-departments. J. Biomed. Informatics 122 (2021)
Tao Zheng, Yimei Gao, Fei Wang, Chenhao Fan, Xingzhi Fu, Mei Li, Ya Zhang, Shaodian Zhang, Handong Ma
Detection of medical text semantic similarity based on convolutional neural network. BMC Medical Informatics Decis. Mak. 19 (1) (2019)
Liheng Chen, Yanru Qu, Zhenghui Wang, Lin Qiu, Weinan Zhang, Ken Chen, Shaodian Zhang, Yong Yu
Sampled in Pairs and Driven by Text: A New Graph Embedding Framework. WWW (2019)
Zhenghui Wang, Yanru Qu, Liheng Chen, Jian Shen, Weinan Zhang, Shaodian Zhang, Yimei Gao, Gen Gu, Ken Chen, Yong Yu
Label-Aware Double Transfer Learning for Cross-Specialty Medical Named Entity Recognition. NAACL-HLT (2018)
Zhenghui Wang, Yanru Qu, Liheng Chen, Jian Shen, Weinan Zhang, Shaodian Zhang, Yimei Gao, Gen Gu, Ken Chen, Yong Yu
Label-aware Double Transfer Learning for Cross-Specialty Medical Named Entity Recognition. CoRR (2018)
Junjie Xing, Kenny Zhu, Shaodian Zhang
Adaptive Multi-Task Transfer Learning for Chinese Word Segmentation in Medical Text. COLING (2018)
Liheng Chen, Yanru Qu, Zhenghui Wang, Lin Qiu, Weinan Zhang, Ken Chen, Shaodian Zhang, Yong Yu
TGE-PS: Text-driven Graph Embedding with Pairs Sampling. CoRR (2018)
Zhe Jian, Xusheng Guo, Shijian Liu, Handong Ma, Shaodian Zhang, Rui Zhang, Jianbo Lei
A cascaded approach for Chinese clinical text de-identification with less annotation effort. J. Biomed. Informatics 73 (2017)
Tian Kang, Shaodian Zhang, Nanfang Xu, Dong Wen, Xingting Zhang, Jianbo Lei
Detecting negation and scope in Chinese clinical notes using character and word embedding. Comput. Methods Programs Biomed. 140 (2017)
Shaodian Zhang, Tian Kang, Lin Qiu, Weinan Zhang, Yong Yu, Noémie Elhadad
Cataloguing Treatments Discussed and Used in Online Autism Communities. WWW (2017)
Shaodian Zhang, Edouard Grave, Elizabeth Sklar, Noémie Elhadad
Longitudinal analysis of discussion topics in an online breast cancer community using convolutional neural networks. J. Biomed. Informatics 69 (2017)
Shaodian Zhang, Lin Qiu, Frank Chen, Weinan Zhang, Yong Yu, Noémie Elhadad
We Make Choices We Think are Going to Save Us: Debate and Stance Identification for Online Breast Cancer CAM Discussions. WWW (Companion Volume) (2017)
Tian Kang, Shaodian Zhang, Youlan Tang, Gregory William Hruby, Alexander Rusanov, Noémie Elhadad, Chunhua Weng
EliIE: An open-source information extraction system for clinical trial eligibility criteria. J. Am. Medical Informatics Assoc. 24 (6) (2017)
Shaodian Zhang, Erin O'Carroll Bantum, Jason E. Owen, Suzanne Bakken, Noémie Elhadad
Online cancer communities as informatics intervention for social support: conceptualization, characterization, and impact. J. Am. Medical Informatics Assoc. 24 (2) (2017)
Shaodian Zhang, Noemie Elhadad
Factors Contributing to Dropping-out in an Online Health Community: Static and Longitudinal Analyses. AMIA (2016)
Shaodian Zhang, Tian Kang, Xingting Zhang, Dong Wen, Noémie Elhadad, Jianbo Lei
Speculation detection for Chinese clinical notes: Impacts of word segmentation and embedding models. J. Biomed. Informatics 60 (2016)
Shaodian Zhang, Edouard Grave, Elizabeth Sklar, Noemie Elhadad
Longitudinal Analysis of Discussion Topics in an Online Breast Cancer Community using Convolutional Neural Networks. CoRR (2016)
Shaodian Zhang, Erin O'Carroll Bantum, Jason E. Owen, Noemie Elhadad
Does Sustained Participation in an Online Health Community Affect Sentiment? AMIA (2014)
Noémie Elhadad, Shaodian Zhang, Patricia Driscoll, Samuel Brody
Characterizing the Sublanguage of Online Breast Cancer Forums for Medications, Symptoms, and Emotions. AMIA (2014)
Shaodian Zhang, Noemie Elhadad
Unsupervised biomedical named entity recognition: Experiments with clinical and biological texts. J. Biomed. Informatics 46 (6) (2013)
Xiaohua Liu, Furu Wei, Shaodian Zhang, Ming Zhou
Named entity recognition for tweets. ACM Trans. Intell. Syst. Technol. 4 (1) (2013)
Xiaohua Liu, Shaodian Zhang, Furu Wei, Ming Zhou
Recognizing Named Entities in Tweets. ACL (2011)
Shaodian Zhang, Hai Zhao, Guodong Zhou, Bao-Liang Lu
Hedge Detection and Scope Finding by Sequence Labeling with Procedural Feature Selection. CoNLL Shared Task (2010)