Shaodian Zhang

25 papers A* 4B 1Misc 3Journal 14Unranked 3

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