Georg Heinze

Research interests

Publications

• PROBAST+AI: an updated quality, risk of bias, and applicability assessment tool for prediction models using regression or artificial intelligence methods

  BMJ · 2025 · https://doi.org/10.1136/bmj-2024-082505

• TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods

  BMJ · 2024 · https://doi.org/10.1136/bmj-2023-078378

• Prediction models for diagnosis and prognosis of covid-19: systematic review and critical appraisal

  BMJ · 2020 · https://doi.org/10.1136/bmj.m1328

• A clinical prediction model for cancer-associated venous thromboembolism: a development and validation study in two independent prospective cohorts

  The Lancet Haematology · 2018 · https://doi.org/10.1016/s2352-3026(18)30063-2

• Variable selection – A review and recommendations for the practicing statistician

  Biometrical Journal · 2018 · https://doi.org/10.1002/bimj.201700067

• Firth's logistic regression with rare events: accurate effect estimates and predictions?

  Statistics in Medicine · 2017 · 10.1002/sim.7273

• Separation in Logistic Regression: Causes, Consequences, and Control

  American Journal of Epidemiology · 2017 · 10.1093/aje/kwx299

• Five myths about variable selection

  Transplant International · 2016 · 10.1111/tri.12895

• Prognostic role of pretreatment plasma fibrinogen in patients with solid tumors: A systematic review and meta-analysis

  Cancer Treatment Reviews · 2015 · https://doi.org/10.1016/j.ctrv.2015.10.002

• Competing risks analyses: objectives and approaches

  European Heart Journal · 2014 · 10.1093/eurheartj/ehu131

• Stopped Light and Image Storage by Electromagnetically Induced Transparency up to the Regime of One Minute

  Physical Review Letters · 2013 · 10.1103/physrevlett.111.033601

• An overview of the objectives of and the approaches to propensity score analyses

  European Heart Journal · 2011 · 10.1093/eurheartj/ehr031

• Risk Assessment of Recurrence in Patients With Unprovoked Deep Vein Thrombosis or Pulmonary Embolism

  Circulation · 2010 · 10.1161/circulationaha.109.925214

• The estimation of average hazard ratios by weighted Cox regression

  Statistics in Medicine · 2009 · 10.1002/sim.3623

• A comparative investigation of methods for logistic regression with separated or nearly separated data

  Statistics in Medicine · 2006 · 10.1002/sim.2687

• Angiotensin-Converting Enzyme Inhibitor or Angiotensin II Type 1 Receptor Antagonist Therapy Is Associated with Prolonged Patient and Graft Survival after Renal Transplantation

  Journal of the American Society of Nephrology · 2006 · 10.1681/asn.2005090955

• Whole Blood Viscosity, Plasma Viscosity and Erythrocyte Aggregation in Nine Mammalian Species: Reference Values and Comparison of Data

  Experimental Physiology · 2003 · 10.1113/eph8802496

• A solution to the problem of separation in logistic regression

  Statistics in Medicine · 2002 · https://doi.org/10.1002/sim.1047

• A Solution to the Problem of Monotone Likelihood in Cox Regression

  Biometrics · 2001 · 10.1111/j.0006-341x.2001.00114.x

Current projects

No projects listed.