Georg Heinze

Scopus Author ID ORCID

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 40

Top Topics

Decision Making

Kidney Transplantation

Artificial Intelligence

Top Venues

International journal of environmental research and public health

BMJ (Clinical research ed.)

Statistics in medicine

Transplant international : official journal of the European Society for Organ Transplantation

This page only lists publications with an associated author ORCID identifier.

Publications

Gary Stephen Collins, Karel G M Moons, Paula Dhiman, Richard D Riley, Andrew L Beam, Ben Van Calster, Marzyeh Ghassemi, Xiaoxuan Liu, Johannes B Reitsma, Maarten van Smeden, Anne-Laure Boulesteix, Jennifer Catherine Louise Camaradou, Leo Anthony Celi, Spiros Denaxas, Alastair Keith Denniston, Ben Glocker, Robert M Golub, Hugh Harvey, Georg Heinze, Michael M Hoffman, Andre Pascal Kengne, Emily Lam, Naomi Lee, Elizabeth W Loder, Lena Maier-Hein, Bilal Akhter Mateen, Melissa Danielle McCradden, Lauren Oakden-Rayner, Johan Ordish, Richard Parnell, Sherri Rose, Karandeep S Singh, Laure Wynants, Patrícia Logullo
TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods. BMJ (Clinical research ed.) 385 (2024)
Gary Stephen Collins, Karel G M Moons, Paula Dhiman, Richard D Riley, Andrew L Beam, Ben Van Calster, Marzyeh Ghassemi, Xiaoxuan Liu, Johannes B Reitsma, Maarten van Smeden, Anne-Laure Boulesteix, Jennifer Catherine Louise Camaradou, Leo Anthony Celi, Spiros Denaxas, Alastair Keith Denniston, Ben Glocker, Robert M Golub, Hugh Harvey, Georg Heinze, Michael M Hoffman, Andre Pascal Kengne, Emily Lam, Naomi Lee, Elizabeth W Loder, Lena Maier-Hein, Bilal Akhter Mateen, Melissa Danielle McCradden, Lauren Oakden-Rayner, Johan Ordish, Richard Parnell, Sherri Rose, Karandeep S Singh, Laure Wynants, Patrícia Logullo
TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods. BMJ (Clinical research ed.) 385 (2024)
Gary Stephen Collins, Karel G M Moons, Paula Dhiman, Richard D Riley, Andrew L Beam, Ben Van Calster, Marzyeh Ghassemi, Xiaoxuan Liu, Johannes B Reitsma, Maarten van Smeden, Anne-Laure Boulesteix, Jennifer Catherine Louise Camaradou, Leo Anthony Celi, Spiros Denaxas, Alastair Keith Denniston, Ben Glocker, Robert M Golub, Hugh Harvey, Georg Heinze, Michael M Hoffman, Andre Pascal Kengne, Emily Lam, Naomi Lee, Elizabeth W Loder, Lena Maier-Hein, Bilal Akhter Mateen, Melissa Danielle McCradden, Lauren Oakden-Rayner, Johan Ordish, Richard Parnell, Sherri Rose, Karandeep S Singh, Laure Wynants, Patrícia Logullo
TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods. BMJ (Clinical research ed.) 385 (2024)
Mariella Gregorich, Sean L Simpson, Georg Heinze
Flexible parametrization of graph-theoretical features from individual-specific networks for prediction. Statistics in medicine 43 (13) (2024)
Gary Stephen Collins, Karel G M Moons, Paula Dhiman, Richard D Riley, Andrew L Beam, Ben Van Calster, Marzyeh Ghassemi, Xiaoxuan Liu, Johannes B Reitsma, Maarten van Smeden, Anne-Laure Boulesteix, Jennifer Catherine Louise Camaradou, Leo Anthony Celi, Spiros Denaxas, Alastair Keith Denniston, Ben Glocker, Robert M Golub, Hugh Harvey, Georg Heinze, Michael M Hoffman, Andre Pascal Kengne, Emily Lam, Naomi Lee, Elizabeth W Loder, Lena Maier-Hein, Bilal Akhter Mateen, Melissa Danielle McCradden, Lauren Oakden-Rayner, Johan Ordish, Richard Parnell, Sherri Rose, Karandeep S Singh, Laure Wynants, Patrícia Logullo
TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods. BMJ (Clinical research ed.) 385 (2024)
Gary Stephen Collins, Karel G M Moons, Paula Dhiman, Richard D Riley, Andrew L Beam, Ben Van Calster, Marzyeh Ghassemi, Xiaoxuan Liu, Johannes B Reitsma, Maarten van Smeden, Anne-Laure Boulesteix, Jennifer Catherine Louise Camaradou, Leo Anthony Celi, Spiros Denaxas, Alastair Keith Denniston, Ben Glocker, Robert M Golub, Hugh Harvey, Georg Heinze, Michael M Hoffman, Andre Pascal Kengne, Emily Lam, Naomi Lee, Elizabeth W Loder, Lena Maier-Hein, Bilal Akhter Mateen, Melissa Danielle McCradden, Lauren Oakden-Rayner, Johan Ordish, Richard Parnell, Sherri Rose, Karandeep S Singh, Laure Wynants, Patrícia Logullo
TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods. BMJ (Clinical research ed.) 385 (2024)
Gary Stephen Collins, Karel G M Moons, Paula Dhiman, Richard D Riley, Andrew L Beam, Ben Van Calster, Marzyeh Ghassemi, Xiaoxuan Liu, Johannes B Reitsma, Maarten van Smeden, Anne-Laure Boulesteix, Jennifer Catherine Louise Camaradou, Leo Anthony Celi, Spiros Denaxas, Alastair Keith Denniston, Ben Glocker, Robert M Golub, Hugh Harvey, Georg Heinze, Michael M Hoffman, Andre Pascal Kengne, Emily Lam, Naomi Lee, Elizabeth W Loder, Lena Maier-Hein, Bilal Akhter Mateen, Melissa Danielle McCradden, Lauren Oakden-Rayner, Johan Ordish, Richard Parnell, Sherri Rose, Karandeep S Singh, Laure Wynants, Patrícia Logullo
TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods. BMJ (Clinical research ed.) 385 (2024)
Gary Stephen Collins, Karel G M Moons, Paula Dhiman, Richard D Riley, Andrew L Beam, Ben Van Calster, Marzyeh Ghassemi, Xiaoxuan Liu, Johannes B Reitsma, Maarten van Smeden, Anne-Laure Boulesteix, Jennifer Catherine Louise Camaradou, Leo Anthony Celi, Spiros Denaxas, Alastair Keith Denniston, Ben Glocker, Robert M Golub, Hugh Harvey, Georg Heinze, Michael M Hoffman, Andre Pascal Kengne, Emily Lam, Naomi Lee, Elizabeth W Loder, Lena Maier-Hein, Bilal Akhter Mateen, Melissa Danielle McCradden, Lauren Oakden-Rayner, Johan Ordish, Richard Parnell, Sherri Rose, Karandeep S Singh, Laure Wynants, Patrícia Logullo
TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods. BMJ (Clinical research ed.) 385 (2024)
Mariella Gregorich, Sean L Simpson, Georg Heinze
Flexible parametrization of graph-theoretical features from individual-specific networks for prediction. Statistics in medicine (2024)
Gary Stephen Collins, Karel G M Moons, Paula Dhiman, Richard D Riley, Andrew L Beam, Ben Van Calster, Marzyeh Ghassemi, Xiaoxuan Liu, Johannes B Reitsma, Maarten van Smeden, Anne-Laure Boulesteix, Jennifer Catherine Louise Camaradou, Leo Anthony Celi, Spiros Denaxas, Alastair Keith Denniston, Ben Glocker, Robert M Golub, Hugh Harvey, Georg Heinze, Michael M Hoffman, Andre Pascal Kengne, Emily Lam, Naomi Lee, Elizabeth W Loder, Lena Maier-Hein, Bilal Akhter Mateen, Melissa Danielle McCradden, Lauren Oakden-Rayner, Johan Ordish, Richard Parnell, Sherri Rose, Karandeep S Singh, Laure Wynants, Patrícia Logullo
TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods. BMJ (Clinical research ed.) 385 (2024)
Nilufar Akbari, Georg Heinze, Geraldine Rauch, Ben Sander, Heiko Becher, Christine Wallisch
Causal Model Building in the Context of Cardiac Rehabilitation: A Systematic Review. International journal of environmental research and public health 20 (4) (2023)
Paul A Kyrle, Lisbeth Eischer, Hana Šinkovec, Paul Gressenberger, Thomas Gary, Marianne Brodmann, Georg Heinze, Sabine Eichinger
The Vienna Prediction Model for identifying patients at low risk of recurrent venous thromboembolism: a prospective cohort study. European heart journal (2023)
Angelika Geroldinger, Lara Lusa, Mariana Nold, Georg Heinze
Leave-one-out cross-validation, penalization, and differential bias of some prediction model performance measures-a simulation study. Diagnostic and prognostic research 7 (1) (2023)
Nilufar Akbari, Georg Heinze, Geraldine Rauch, Ben Sander, Heiko Becher, Christine Wallisch
Causal Model Building in the Context of Cardiac Rehabilitation: A Systematic Review. International journal of environmental research and public health 20 (4) (2023)
Angelika Geroldinger, Lara Lusa, Mariana Nold, Georg Heinze
Leave-one-out cross-validation, penalization, and differential bias of some prediction model performance measures-a simulation study. Diagnostic and prognostic research 7 (1) (2023)
Angelika Geroldinger, Susanne Strohmaier, Michael Kammer, Christine Wallisch, Georg Heinze, Rainer Oberbauer, Maria C Haller
Sex differences in the survival benefit of kidney transplantation: a retrospective cohort study using target trial emulation. Nephrology, dialysis, transplantation : official publication of the European Dialysis and Transplant Association - European Renal Association (2023)
Nilufar Akbari, Georg Heinze, Geraldine Rauch, Ben Sander, Heiko Becher, Christine Wallisch
Causal Model Building in the Context of Cardiac Rehabilitation: A Systematic Review. International journal of environmental research and public health 20 (4) (2023)
Angelika Geroldinger, Lara Lusa, Mariana Nold, Georg Heinze
Leave-one-out cross-validation, penalization, and differential bias of some prediction model performance measures-a simulation study. Diagnostic and prognostic research 7 (1) (2023)
Nilufar Akbari, Georg Heinze, Geraldine Rauch, Ben Sander, Heiko Becher, Christine Wallisch
Causal Model Building in the Context of Cardiac Rehabilitation: A Systematic Review. International journal of environmental research and public health 20 (4) (2023)
Marissa LeBlanc, Corina Silvia Rueegg, Nural Bekiroğlu, Tonya M Esterhuizen, Morten Wang Fagerland, Ragnhild S Falk, Kathrine F Frøslie, Erika Graf, Georg Heinze, Ulrike Held, René Holst, Theis Lange, Madhu Mazumdar, Ida H Myrberg, Martin Posch, Jamie C Sergeant, Werner Vach, Eric A Vance, Harald Weedon-Fekjaer, Manuela Zucknick
Statistical advising: Professional development opportunities for the biostatistician. Statistics in medicine 41 (5) (2022)
Christoph Janka, Tanja Alexandra Stamm, Georg Heinze, Thomas Ernst Dorner
A Training Programme for Developing Social and Personal Resources and Its Effects on the Perceived Stress Level in Adults in Daily Life-Study Protocol for a Prospective Cohort Study. International journal of environmental research and public health 20 (1) (2022)
Christoph Janka, Tanja Alexandra Stamm, Georg Heinze, Thomas Ernst Dorner
A Training Programme for Developing Social and Personal Resources and Its Effects on the Perceived Stress Level in Adults in Daily Life-Study Protocol for a Prospective Cohort Study. International journal of environmental research and public health 20 (1) (2022)
Maarten van Smeden, Georg Heinze, Ben Van Calster, Folkert W Asselbergs, Panos E Vardas, Nico Bruining, Peter de Jaegere, Jason H Moore, Spiros Denaxas, Anne Laure Boulesteix, Karel G M Moons
Critical appraisal of artificial intelligence-based prediction models for cardiovascular disease. European heart journal 43 (31) (2022)
Lorena Hafermann, Nadja Klein, Geraldine Rauch, Michael Kammer, Georg Heinze
Using Background Knowledge from Preceding Studies for Building a Random Forest Prediction Model: A Plasmode Simulation Study. Entropy (Basel, Switzerland) 24 (6) (2022)
Christoph Janka, Tanja Alexandra Stamm, Georg Heinze, Thomas Ernst Dorner
A Training Programme for Developing Social and Personal Resources and Its Effects on the Perceived Stress Level in Adults in Daily Life-Study Protocol for a Prospective Cohort Study. International journal of environmental research and public health 20 (1) (2022)
Christoph Janka, Tanja Alexandra Stamm, Georg Heinze, Thomas Ernst Dorner
A Training Programme for Developing Social and Personal Resources and Its Effects on the Perceived Stress Level in Adults in Daily Life-Study Protocol for a Prospective Cohort Study. International journal of environmental research and public health 20 (1) (2022)
Christoph Janka, Tanja Alexandra Stamm, Georg Heinze, Thomas Ernst Dorner
A Training Programme for Developing Social and Personal Resources and Its Effects on the Perceived Stress Level in Adults in Daily Life-Study Protocol for a Prospective Cohort Study. International journal of environmental research and public health 20 (1) (2022)
Ashwini Joshi, Angelika Geroldinger, Lena Jiricka, Pralay Senchaudhuri, Christopher Corcoran, Georg Heinze
Solutions to problems of nonexistence of parameter estimates and sparse data bias in Poisson regression. Statistical methods in medical research 31 (2) (2021)
Noemi Kiss, Michael Hiesmayr, Isabella Sulz, Peter Bauer, Georg Heinze, Mohamed Mouhieddine, Christian Schuh, Silvia Tarantino, Judit Simon
Predicting Hospital Length of Stay at Admission Using Global and Country-Specific Competing Risk Analysis of Structural, Patient, and Nutrition-Related Data from nutritionDay 2007-2015. Nutrients 13 (11) (2021)
Mariella Gregorich, Susanne Strohmaier, Daniela Dunkler, Georg Heinze
Regression with Highly Correlated Predictors: Variable Omission Is Not the Solution. International journal of environmental research and public health 18 (8) (2021)
Maria C Haller, Christine Wallisch, Geir Mjøen, Hallvard Holdaas, Christine Wallisch, Georg Heinze, Rainer Oberbauer
Predicting donor, recipient and graft survival in living donor kidney transplantation to inform pretransplant counselling: the donor and recipient linked iPREDICTLIVING tool - a retrospective study. Transplant international : official journal of the European Society for Organ Transplantation 33 (7) (2020)
Yuxi Tian, Berthold Reichardt, Christine Wallisch, Milan Hronsky, Wolfgang C Winkelmayer, Anna Bucsics, Susanne Strohmaier, Georg Heinze
Comparative effectiveness of branded vs. generic versions of antihypertensive, lipid-lowering and hypoglycemic substances: a population-wide cohort study. Scientific reports 10 (1) (2020)
Laure Wynants, Ben Van Calster, Gary S Collins, Richard D Riley, Georg Heinze, Ewoud Schuit, Marc J M Bonten, Darren L Dahly, Johanna A A Damen, Thomas P A Debray, Valentijn M T de Jong, Maarten de Vos, Paul Dhiman, Maria C Haller, Michael O Harhay, Liesbet Henckaerts, Pauline Heus, Michael Kammer, Nina Kreuzberger, Anna Lohmann, Kim Luijken, Jie Ma, Glen P Martin, David J McLernon, Constanza L Andaur Navarro, Johannes B Reitsma, Jamie C Sergeant, Chunhu Shi, Nicole Skoetz, Luc J M Smits, Kym I E Snell, Matthew Sperrin, René Spijker, Ewout Willem Steyerberg, Toshihiko Takada, Ioanna Tzoulaki, Sander M J van Kuijk, Bas van Bussel, Iwan C C van der Horst, Florien S van Royen, Jan Y Verbakel, Christine Schilhart-Wallisch, Jack Wilkinson, Robert Wolff, Lotty Hooft, Karel G M Moons, Maarten van Smeden
Prediction models for diagnosis and prognosis of covid-19: systematic review and critical appraisal BMJ (Clinical research ed.) 369 (2020)
Christine Schilhart-Wallisch, Christine Wallisch, Geraldine Rauch, Riccardo de Bin, Georg Heinze
Selection of variables for multivariable models: Opportunities and limitations in quantifying model stability by resampling. Statistics in medicine 40 (2) (2020)
Martin Posch, Frank Bretz, Tim Friede, Georg Heinze
Quantitative approaches underpinning decision making. Biometrical journal. Biometrische Zeitschrift 61 (5) (2019)
Georg Heinze, Christine Wallisch, Christine Schilhart-Wallisch
Authors' reply. Biometrical journal. Biometrische Zeitschrift 61 (6) (2019)
Christine Wallisch, Maria C Haller, Rainer Oberbauer, Georg Heinze
To test or to estimate? P-values versus effect sizes. Transplant international : official journal of the European Society for Organ Transplantation 33 (1) (2019)
Michael Kossmeier, Georg Heinze
Predicting future citation counts of scientific manuscripts submitted for publication: a cohort study in transplantology. Transplant international : official journal of the European Society for Organ Transplantation 32 (1) (2018)
Georg Heinze, Christine Wallisch, Daniela Dunkler
Variable selection - A review and recommendations for the practicing statistician. Biometrical journal. Biometrische Zeitschrift 60 (3) (2018)
Andreas Gleiss, Rainer Oberbauer, Georg Heinze
An unjustified benefit: immortal time bias in the analysis of time-dependent events. Transplant international : official journal of the European Society for Organ Transplantation 31 (2) (2017)