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Cheng Wan
chengwan@njmu.edu.cn
English, Chinese
Jiangsu
Nanjing Medical University
Biomedical Engineering and Informatics
  • 2003.9–2007.3 Master's in Computer Software and Theory: Southeast University
  • Published 6 SCI articles as first or corresponding author
  • Published 3 EI papers
  • Co-authored 5 textbooks
  • Received 1 national invention patent
  • Received 2 software copyrights
  • 2007.7–2013.6 - Nanjing Medical University, Kangda College - Lecturer
  • 2013.7–2018.8 - Nanjing Medical University, School of Basic Medical Sciences - Lecturer
  • 2018.9–2022.7 - Nanjing Medical University, School of Biomedical Engineering and Informatics - Lecturer
  • 2022.8–Present - Nanjing Medical University, School of Biomedical Engineering and Informatics - Associate Professor
Intelligent analysis of real-world medical big data
Disease risk prediction models
  • Association between depressive symptoms and diagnosis of diabetes and its complications: A network analysis in electronic health records., Wan C+, Feng W+, Ma R, Ma H, Wang J, Huang R, Zhang X, Jing M, Yang H, Yu H, Liu Y., 2022
  • A predictive model for respiratory distress in patients with COVID-19: a retrospective study., Zhang X+, Wang W+, Wan C+, Cheng G, Yin Y, Cao K, Zhang X, Wang Z, Miao S, Yu Y, Hu J, Huang R, Ge Y, Chen Y, Liu Y., 2020
  • Prediction of Five-Year Cardiovascular Disease Risk in People with Type 2 Diabetes Mellitus: Derivation in Nanjing, China and External Validation in Scotland, UK., Wan C+, Read S+, Wu H, Lu S, Zhang X, Wild SH, Liu Y., 2022
  • Identification and Impact Analysis of Family History of Psychiatric Disorder in Mood Disorder Patients With Pretrained Language Model., Wan C+, Ge X+, Wang J, Zhang X, Yu Y, Hu J, Liu Y, Ma H., 2022
  • Applying contrastive pre-training for depression and anxiety risk prediction in type 2 diabetes patients based on heterogeneous electronic health records: a primary healthcare case study., Feng W, Wu H, Ma H, Tao Z, Xu M, Zhang X, Lu S, Wan C*, Liu Y*., 2024
Big Data Medical Data Intelligent Analysis Disease Prediction Risk Models Real-World Data Healthcare Data Science Machine Learning Informatics

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