Researcher Profile

Georg Heinze

🏛 Section for Clinical Biometrics Center for Medical Statistics, Informatics and Intelligent Systems Medical University of Vienna Vienna 1090 Austria

0000-0003-1147-8491

Publications

6,399

Citations

Co-Authors

Active Years

Publications

Open Access Journal Article BMJ Mar 24, 2025

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

Karel G M Moons · Johanna A A Damen · Tabea Kaul · Lotty Hooft +24 more

10.1136/bmj-2024-082505 209 citations

Open Access Journal Article BMJ Apr 16, 2024

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

Gary S. Collins · Karel G M Moons · Paula Dhiman · Richard D Riley +30 more

10.1136/bmj-2023-078378 1,546 citations

Open Access Journal Article Diagnostic and Prognostic Research May 02, 2023

Leave-one-out cross-validation, penalization, and differential bias of some prediction model performance measures—a simulation study

Angelika Geroldinger · Lara Lusa · Mariana Nold · Georg Heinze

10.1186/s41512-023-00146-0 55 citations

Open Access Journal Article Scientific Reports Apr 06, 2020

Comparative effectiveness of branded vs. generic versions of antihypertensive, lipid-lowering and hypoglycemic substances: a population-wide cohort study

Yuxi Tian · Berthold Reichardt · Daniela Dunkler · Milan Hronsky +4 more

10.1038/s41598-020-62318-y 31 citations

Journal Article International Journal of Cardiology May 01, 2019

External validation of two Framingham cardiovascular risk equations and the Pooled Cohort equations: A nationwide registry analysis

Christine Wallisch · Georg Heinze · Christoph Rinner · Gerald Mundigler +2 more

10.1016/j.ijcard.2018.11.001 25 citations

Open Access Journal Article Biometrical Journal Jan 02, 2018

Variable selection – A review and recommendations for the practicing statistician

Georg Heinze · Christine Wallisch · Daniela Dunkler

10.1002/bimj.201700067 1,283 citations

Open Access Journal Article The Lancet Haematology Jul 01, 2018

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

Ingrid Pabinger · Nick van Es · Georg Heinze · Florian Posch +8 more

10.1016/s2352-3026(18)30063-2 285 citations

Journal Article American Journal of Epidemiology Aug 17, 2017

Separation in Logistic Regression: Causes, Consequences, and Control

Mohammad Ali Mansournia · Angelika Geroldinger · Sander Greenland · Georg Heinze

10.1093/aje/kwx299 243 citations

Journal Article Transplant International Dec 29, 2016

Five myths about variable selection

Georg Heinze · Daniela Dunkler

10.1111/tri.12895 439 citations

Journal Article Journal of the American Heart Association Jan 27, 2014

d ‐Dimer Levels Over Time and the Risk of Recurrent Venous Thromboembolism: An Update of the Vienna Prediction Model

Sabine Eichinger · Georg Heinze · Paul A. Kyrle

10.1161/jaha.113.000467 79 citations

Journal Article Circulation Apr 13, 2010

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

Sabine Eichinger · Georg Heinze · Lisanne M. Jandeck · Paul A. Kyrle

10.1161/circulationaha.109.925214 421 citations

Journal Article Statistics in Medicine Sep 24, 2008

Avoiding infinite estimates of time‐dependent effects in small‐sample survival studies

Georg Heinze · Daniela Dunkler

10.1002/sim.3418 38 citations

Journal Article Statistics in Medicine Jul 26, 2002

A solution to the problem of separation in logistic regression

Georg Heinze · Michael Schemper

10.1002/sim.1047 1,745 citations

Publication Timeline

2025

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2023

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2019

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2010

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