Publications

  1. Bree Jones, Mathias Lambach, Tong Chen, Stavroula Michou, Nicky Kilpatrick, David P. Burgner, Christoph Vannahme, Mihiri Silva (2025) Dental caries detection in children using intraoral scans and deep learning. Journal of Dentistry.
  2. Bree Jones, Tong Chen, Stavroula Michou, Nicky Kilpatrick, David P. Burgner, Christoph Vannahme, Mihiri Silva (2025) Digital Caries Detection in Children using Intraoral Scanners: A Diagnostic Agreement Study. JMIR Public Health and Surveillance under review. DOI
  3. Tong Chen, Stijn Vansteelandt, David Burgner, Toby Mansell, Margarita Moreno-Betancur (2025) Causal machine learning for high-dimensional mediation analysis using interventional effects mapped to a target trial. arXiv. arXiv
  4. Stephanie Shields, Tong Chen, Felicity Crombie, David J. Manton, Mihiri Silva (2025) Causal effect of molar incisor hypomineralisation on oral health-related quality-of-life of Australian children 7 to 16 years-of-age. European Archives of Paediatric Dentistry,. DOI
  5. Tong Chen, S. Ghazaleh Dashti, Margarita Moreno-Betancur (2025) medRCT: Causal mediation analysis estimating interventional effects mapped to a target trial in R. The Journal of Open Source Software, under review.
  6. Shuobo Fang, Zhengjie Dong, Wei Zhang, Tong Chen, Wanqi Lv, Chenyang Zhang, Si Chen, Keyi Hao (2025) The effect of porcine collagen matrix versus rotated pedicle palatal connective tissue flap on the soft tissue closure after the immediate posterior implantation: study protocol for a randomized controlled trial. BMJ Open. DOI
  7. Bree Jones, Tong Chen, Stavroula Michou, Nicky Kilpatrick, David P. Burgner, Christoph Vannahme, Mihiri Silva (2024) Diagnostic agreement between visual examination and an automated scanner system with fluorescence for detecting and classifying occlusal carious lesions in primary teeth. Journal of Dentistry, 149. DOI
  8. Stephanie Shields, Tong Chen, Felicity Crombie, David J. Manton, Mihiri Silva (2024) The impact of molar incisor hypomineralisation on children and adolescents: A narrative review. Healthcare, 12, 370. DOI
  9. Nadia Markie Sneed, William Heerman, Pamela Shaw, Kyunghee Han, Tong Chen, Aihua Bian, Shannon Pugh, Stephany N Duda, Thomas Lumley, William J Heerman, Bryan E Shepherd (2024) Associations Between Gestational Weight Gain, Gestational Diabetes, and Childhood Obesity Incidence. Maternal and Child Health Journal 28, 372–381. DOI
  10. Bree Jones, Stavroula Michou, Tong Chen, Margarita Moreno-Betancur, Nicky Kilpatrick, David P. Burgner, Christoph Vannahme, Mihiri Silva (2023) Caries Detection in Primary Teeth Using Intraoral Scanners Featuring Fluorescence: Protocol for a Diagnostic Agreement Study. JMIR Research Protocols, 12:e51578. DOI
  11. Bryan E Shepherd, Kyunghee Han, Tong Chen, Aihua Bian, Shannon Pugh, Stephany N Duda, Thomas Lumley, William J Heerman, Pamela A Shaw (2023) Multiwave validation sampling for error-prone electronic health records. Biometrics, 79, 2649–2663. DOI
  12. Tong Chen (2022) Optimal sampling for design-based estimators of regression models in two-phase designs. PhD Thesis-University of Auckland. THESIS
  13. Tong Chen, Thomas Lumley (2022) Optimal sampling for design‐based estimators of regression models. Statistics in Medicine, 41, 1482-1497. DOI
  14. Thomas Lumley, Tong Chen (2021) Choosing good subsamples for regression modelling. Paper presented at 11th International Francophone Conference on Surveys. arXiv
  15. Tong Chen, Thomas Lumley (2020) Optimal multiwave sampling for regression modeling in two‐phase designs. Statistics in Medicine, 39, 4912-4921. DOI
  16. Tong Chen, Thomas Lumley (2019) Numerical evaluation of methods approximating the distribution of a large quadratic form in normal variables. Computational Statistics & Data Analysis, 139, 75-81. DOI
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