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Works (10)

Hierarchical Causal Discovery From Large-Scale Observed Variables

IEEE Transactions on Knowledge and Data Engineering
2025 | Journal article
DOI: 10.1109/TKDE.2025.3539788
Contributors: Rujia Shen; Muhan Li; Chao Zhao; Boran Wang; Yi Guan; Jie Liu; Jingchi Jiang
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EIRAD: An Evidence-Based Dialogue System With Highly Interpretable Reasoning Path for Automatic Diagnosis

IEEE Journal of Biomedical and Health Informatics
2024-10 | Journal article
DOI: 10.1109/JBHI.2024.3426922
Contributors: Lian Yan; Yi Guan; Haotian Wang; Yi Lin; Yang Yang; Boran Wang; Jingchi Jiang
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DED: Diagnostic Evidence Distillation for acne severity grading on face images

Expert Systems with Applications
2023-10 | Journal article
DOI: 10.1016/j.eswa.2023.120312
Contributors: Yi Lin; Jingchi Jiang; Dongxin Chen; Zhaoyang Ma; Yi Guan; Xiguang Liu; Haiyan You; Jing Yang
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Learning an expandable EMR-based medical knowledge network to enhance clinical diagnosis

Artificial Intelligence in Medicine
2020-07 | Journal article
DOI: 10.1016/j.artmed.2020.101927
Contributors: Jing Xie; Jingchi Jiang; Yehan Wang; Yi Guan; Xitong Guo
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Medical knowledge embedding based on recursive neural network for multi-disease diagnosis

Artificial Intelligence in Medicine
2020-03 | Journal article
DOI: 10.1016/j.artmed.2019.101772
Contributors: Jingchi Jiang; Huanzheng Wang; Jing Xie; Xitong Guo; Yi Guan; Qiubin Yu
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Extraction of risk factors for cardiovascular diseases from Chinese electronic medical records

Computer Methods and Programs in Biomedicine
2019-04 | Journal article
DOI: 10.1016/j.cmpb.2019.01.007
Contributors: Jia Su; Jinpeng Hu; Jingchi Jiang; Jing Xie; Yang Yang; Bin He; Jinfeng Yang; Yi Guan
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Classifying medical relations in clinical text via convolutional neural networks

Artificial Intelligence in Medicine
2019-01 | Journal article
DOI: 10.1016/j.artmed.2018.05.001
Contributors: Bin He; Yi Guan; Rui Dai
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EMR-based medical knowledge representation and inference via Markov random fields and distributed representation learning

Artificial Intelligence in Medicine
2018-05 | Journal article
DOI: 10.1016/j.artmed.2018.03.005
Contributors: Chao Zhao; Jingchi Jiang; Yi Guan; Xitong Guo; Bin He
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Developing a cardiovascular disease risk factor annotated corpus of Chinese electronic medical records

BMC Medical Informatics and Decision Making
2017-12 | Journal article
DOI: 10.1186/s12911-017-0512-7
Contributors: Jia Su; Bin He; Yi Guan; Jingchi Jiang; Jinfeng Yang
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De-identification of medical records using conditional random fields and long short-term memory networks

Journal of Biomedical Informatics
2017-11 | Journal article
DOI: 10.1016/j.jbi.2017.10.003
Contributors: Zhipeng Jiang; Chao Zhao; Bin He; Yi Guan; Jingchi Jiang
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Peer review (3 reviews for 3 publications/grants)

Review activity for BMC medical informatics and decision making (1)
Review activity for PloS one. (1)
Review activity for Robotics and autonomous systems. (1)
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