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 028; Jianbo Lei (J. Biomed. Informatics, 2017)

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 002; Shaodian Zhang; Handong Ma (BMC Medical Informatics Decis. Mak., 2019)

On Deep Unsupervised Active Learning. - Changsheng Li; Handong Ma; Zhao Kang 001; Ye Yuan 001; Xiaoyu Zhang 002; Guoren Wang (IJCAI, 2020)

Temporal Action Proposal Generation via Multi-Task Feature Learning. - Handong Ma; Lixin Duan (VCIP, 2020)

QA4PRF: A Question Answering Based Framework for Pseudo Relevance Feedback. - Handong Ma; Jiawei Hou; Chenxu Zhu; Weinan Zhang 001; Ruiming Tang; Jincai Lai; Jieming Zhu; Xiuqiang He 001; Yong Yu 001 (IEEE Access, 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)

Retrieval-Based Gradient Boosting Decision Trees for Disease Risk Assessment. - Handong Ma; Jiahang Cao; Yuchen Fang; Weinan Zhang 001; Wenbo Sheng; Shaodian Zhang; Yong Yu 001 (KDD, 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 001; Shaodian Zhang; Yong Yu 001 (J. Biomed. Informatics, 2022)

Structure Guided Deep Neural Network for Unsupervised Active Learning. - Changsheng Li; Handong Ma; Ye Yuan 001; Guoren Wang; Dong Xu 001 (IEEE Trans. Image Process., 2022)

Deep Unsupervised Active Learning on Learnable Graphs. - Handong Ma; Changsheng Li; Xinchu Shi; Ye Yuan 001; Guoren Wang (IEEE Trans. Neural Networks Learn. Syst., 2024)