Diagnostic and Prognostic Research

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Top Publications

• State of the art in selection of variables and functional forms in multivariable analysis—outstanding issues

  Willi Sauerbrei;Aris Perperoglou;Matthias Schmid;Michal Abrahamowicz

  (2020)
  163 Citations

• Continual updating and monitoring of clinical prediction models: time for dynamic prediction systems?

  David A Jenkins;David A Jenkins;Glen P Martin;Matthew Sperrin;Richard D Riley

  (2021)
  79 Citations

• Risk of bias of prognostic models developed using machine learning: a systematic review in oncology

  (2022)
  54 Citations

• Graphical calibration curves and the integrated calibration index (ICI) for competing risk models

  (2022)
  39 Citations

• Harnessing repeated measurements of predictor variables for clinical risk prediction: a review of existing methods

  Lucy M. Bull;Mark Lunt;Glen P. Martin;Kimme Hyrich

  (2020)
  34 Citations

• Performance of binary prediction models in high-correlation low-dimensional settings: a comparison of methods

  (2022)
  33 Citations

• A relationship between the incremental values of area under the ROC curve and of area under the precision-recall curve

  Qian M. Zhou;Lu Zhe;Russell J. Brooke;Melissa M. Hudson

  (2021)
  30 Citations

• Comparison of dynamic updating strategies for clinical prediction models

  (2021)
  19 Citations

• Adaptive sample size determination for the development of clinical prediction models.

  Evangelia Christodoulou;Maarten van Smeden;Michael Edlinger;Dirk Timmerman

  (2021)
  18 Citations

• Lung cancer screening by low-dose computed tomography: a cost-effectiveness analysis of alternative programmes in the UK using a newly developed natural history-based economic model

  Edward Griffin;Chris Hyde;Linda Long;Jo Varley-Campbell

  (2020)
  15 Citations