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2020 – today
- 2022
[j11]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: 104210 (2022)- [c11]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: 3468-3476 - 2021
- [j10]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: 103892 (2021)
2010 – 2019
- 2019
- [j9]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): 156:1-156:11 (2019) - [c10]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: 2644-2651 - 2018
- [c9]Junjie Xing, Kenny Q. Zhu, Shaodian Zhang:
Adaptive Multi-Task Transfer Learning for Chinese Word Segmentation in Medical Text. COLING 2018: 3619-3630 - [c8]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: 1-15 - [i3]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 abs/1804.09021 (2018) - [i2]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 abs/1809.04234 (2018) - 2017
- [j8]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: 53-59 (2017) - [j7]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): 451-459 (2017) - [j6]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): 1062-1071 (2017) - [j5]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: 1-9 (2017) - [j4]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: 76-83 (2017) - [c7]Shaodian Zhang, Tian Kang, Lin Qiu, Weinan Zhang, Yong Yu, Noémie Elhadad:
Cataloguing Treatments Discussed and Used in Online Autism Communities. WWW 2017: 123-131 - [c6]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: 1073-1081 - 2016
- [j3]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: 334-341 (2016) - [c5]Shaodian Zhang, Noemie Elhadad:
Factors Contributing to Dropping-out in an Online Health Community: Static and Longitudinal Analyses. AMIA 2016 - [i1]Shaodian Zhang, Edouard Grave, Elizabeth Sklar, Noemie Elhadad:
Longitudinal Analysis of Discussion Topics in an Online Breast Cancer Community using Convolutional Neural Networks. CoRR abs/1603.08458 (2016) - 2014
- [c4]Noémie Elhadad, Shaodian Zhang, Patricia Driscoll, Samuel Brody:
Characterizing the Sublanguage of Online Breast Cancer Forums for Medications, Symptoms, and Emotions. AMIA 2014 - [c3]Shaodian Zhang, Erin O'Carroll Bantum, Jason E. Owen, Noemie Elhadad:
Does Sustained Participation in an Online Health Community Affect Sentiment? AMIA 2014 - 2013
- [j2]Shaodian Zhang, Noemie Elhadad:
Unsupervised biomedical named entity recognition: Experiments with clinical and biological texts. J. Biomed. Informatics 46(6): 1088-1098 (2013) - [j1]Xiaohua Liu, Furu Wei, Shaodian Zhang, Ming Zhou:
Named entity recognition for tweets. ACM Trans. Intell. Syst. Technol. 4(1): 3:1-3:15 (2013) - 2011
- [c2]Xiaohua Liu, Shaodian Zhang, Furu Wei, Ming Zhou:
Recognizing Named Entities in Tweets. ACL 2011: 359-367 - 2010
- [c1]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: 92-99
Coauthor Index
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