Preprints:
1.Wang Shuang, Du Jian*. A comment-driven evidence appraisal approach for decision-making when only uncertain evidence available. arXiv; 2021. https://europepmc.org/article/PPR/PPR454101
2.Du, Jian and Wu, Jingyi and Bai, Yongmei and Sun, Huage and Chen, Yuming and Wang, Yaogang and Zhang, Luxia, Evaluation of Artificial Intelligence Clinical Research Based on the NICE Evidence Standards Framework for Digital Health. Available at SSRN: https://ssrn.com/abstract=4016525
or http://dx.doi.org/10.2139/ssrn.4016525
Conference papers:
2.Du Jian. A machine learning approach for detecting biomedical transformative research by citation context analysis. The 7th IEEE International Conference on Healthcare Informatics (ICHI 2019), June 2019. https://www.researchgate.net/publication/339712134_A_machine_learning_approach_for_detecting_biomedical_transformative_research_by_citation_context_analysis
3.Bai, Yongmei; Du, Jian*. Measuring the impact of clinical data in terms of data citations by scientific publications. Proceeding of the 18th International Conference on Scientometrics & Informetrics (ISSI2021), Leuven, Belgium, July 12-15, 2021.
4.Bai, Yongmei; Sun, Huage; Du, Jian*. A PICO-based Knowledge Graph for Representing Clinical Evidence. The 2nd Workshop on Extraction and Evaluation of Knowledge Entities from Scientific Documents (EEKE2021) at the ACM/IEEE Joint Conference on Digital Libraries 2021 (JCDL2021), University of Illinois at Urbana-Champaign, Sep 27-30, 2021.
Journal Articles:
1.Guo Xin, Huo Jiakang, Dai Wanwei, Wang Zhongyan, Du Jian*, Zheng Xiaoying*, Dong Erdan*. Current State and Challenges of Rehabilitation Needs Among Elderly — China, 1990–2019. China CDC Weekly, 2022, 4(39): 871-874. doi: 10.46234/ccdcw2022.180
2.Wang, Shuang; Wang, Huaiyu, Du, Jian*; Discovering causal paths to diabetic nephropathy by combining computable biomedical knowledge with graph mining algorithms. AMIA Annual Symposium Proceedings, 2022.
3.Shi, Xuanyu; Du, Jian*; Distinguishing transformative from incremental clinical evidence: A classifier of clinical research using textual features from abstracts and citing sentences. Journal of Informetrics, 2022, 16, (2):101262.
5.Guo, Xin; Chen, Yuming; Du, Jian*, Dong, Erdan. Extracting and Measuring Uncertain Biomedical Knowledge from Scientific Statements. Journal of Data and Information Science, 2022, 7(2): 1-25.
6.Li, Xiaoying; Peng, Suyuan; Du, Jian*. Towards medical knowmetrics: representing and computing medical knowledge using semantic predications as the knowledge unit and the uncertainty as the knowledge context. Scientometrics, 2021,126, (7):6225-6251.
7.Du, Jian; Li, Peixin; Haunschild, Robin; Sun, Yinan; Tang, Xiaoli. Paper-patent citation linkages as early signs for predicting delayed recognized knowledge: Macro and micro evidence. Journal of Informetrics, 2021, 14, (2):101017.
8.Du, Jian; Li, Peixin; Guo, Qianying; Tang, Xiaoli. Measuring the knowledge translation and convergence in pharmaceutical innovation by funding-science-technology-innovation linkages analysis. Journal of Informetrics, 2019, 13(1): 132-148.
9.Du, Jian#; Chen, Ting#; Zhang, Luxia. Measuring the Interactions Between Health Demand, Informatics Supply, and Technological Applications in Digital Medical Innovation for China: Content Mapping and Analysis. JMIR Medical Informatics, 2021, 9, (7): e26393.
10.Du, Jian; Li, Xiaoying. A knowledge graph of combined drug therapies using semantic predications from biomedical literature: Algorithm development. JMIR medical informatics, 2020, 8, (4): e18323.
11.Du, Jian; Wu, Yishan. A parameter-free index for identifying under-cited sleeping beauties in science. Scientometrics, 2018, 116, (2):959-971.
12.Du, Jian; Wu, Yishan. A bibliometric framework for identifying “princes” who wake up the “sleeping beauty” in challenge-type scientific discoveries. Journal of Data and Information Science, 2016, 1, (1):50-68.
13.Du, Jian; Tang, Xiaoli; Wu, Yishan. The effects of research level and article type on the differences between citation metrics and F1000 recommendations. Journal of the Association for Information Science and Technology, 2016, 67, (12):3008-3021.
14.Du, Jian; Tang, Xiaoli. Natural products against cancer: A comprehensive bibliometric study of the research projects, publications, patents and drugs. Journal of Cancer Research and Therapeutics, 2014, 10(5): 27-37.
15.Du, Jian; Tang, Xiaoli. Perceptions of author order versus contribution among researchers with different professional ranks and the potential of harmonic counts for encouraging ethical co-authorship practices. Scientometrics, 2013, 96(1): 277-295.
16.Du, Jian; Zhang, Bin; Li, Yang; Tang, Xiaoli; Xu, Peiyang. A causational analysis of scholars’ years of active academic careers vis-à-vis their academic productivity and academic influence. Chinese Journal of Library and Information Science, 2011, 4(2): 77-91.
17.Yao, Zhizhen; Ni, Zhenni; Zhang, Bin; Du, Jian. Do Informational and Emotional Elements Differ between Online Psychological and Physiological Disease Communities in China? A Comparative Study of Depression and Diabetes. International Journal of Environmental Research and Public Health, 2022, 19(4): 2167.
18.Wang, Xuefeng; Zhang, Shuo; Liu, Yuqin; Du, Jian; Huang, Heng. How pharmaceutical innovation evolves: The path from science to technological development to marketable drugs. Technological Forecasting and Social Change, 2021, 167: 120698.
19.Wang, Xue; Yang, Xuemei; Du, Jian; Wang Xuwen; Li, Jiao; Tang, Xiaoli. A deep learning approach for identifying biomedical breakthrough discoveries using context analysis. Scientometrics 126 (7), 5531-5549.
20.Wang, huaiyu; Ding, Guohui; Lin, Hongbo; Sun, Xiaoyu; Yang, Chao; Peng, Suyuan; Wang, Jinwei; Du, Jian; Zhao, Yu; Chen, Zhengyue; Bao, Beiyan; Kong, Guilan; Zhang, Luxia. Influence of doctors’ perception on the diagnostic status of chronic kidney disease: results from 976 409 individuals with electronic health records in China. Clinical Kidney Journal, 2021, 14(11): 2428-2436.
21.Wang, Huaiyu; Lv, Xiaozhen; Du, Jian; Kong, Guilan; Zhang, Luxia. Age-and gender-specific prevalence of frailty and its outcomes in the longevous population: the chinese longitudinal healthy longevity study. Frontiers in medicine, 2021, 8: 719806.
22.Zhao, Yong; Du, Jian; Wu, Yishan. The impact of J. D. Bernal’s thoughts in the science of science upon China: Implications for today’s quantitative studies of science. Quantitative Science Studies, 2020, 1(3): 959-968.
23.Zhao, Yong; Han, Jiayan; Du, Jian, Wu, Yishan. Origin and Impact: A Study of the Intellectual Transfer of Professor Henk F. Moed’s Works by Using Reference Publication Year Spectroscopy (RPYS). In Evaluative Informetrics: The Art of Metrics-Based Research Assessment 2020 (pp. 145-162). Springer, Cham.
24.Xing, Zhaopeng; Yu, Fei; Du, Jian; Walker, Jennifer S; Paulson, Claire B; Mani, Nandita S; Song, Lixin. Conversational Interfaces for Health: Bibliometric Analysis of Grants, Publications, and Patents. Journal of Medical Internet Research, 2019, 21(11): e14672.
25.Tang, Xiaoli; Du, Jian. The performance of China's biomedical innovation: a scientometric analysis. Science China Life Sciences, 2016, 59(10): 1074-1082.
