Georg Heinze

Georg Heinze

Medizinische Universität Wien

H-index: 81

Europe-Austria

About Georg Heinze

Georg Heinze, With an exceptional h-index of 81 and a recent h-index of 48 (since 2020), a distinguished researcher at Medizinische Universität Wien, specializes in the field of Medical Statistics, Epidemiology.

His recent articles reflect a diverse array of research interests and contributions to the field:

Development of Cross-Sector Health Care Quality Indicators Based on Claims Data.

Sex differences in the survival benefit of kidney transplantation: a retrospective cohort study using target trial emulation

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

Phases of methodological research in biostatistics—building the evidence base for new methods

Prediction modelling with many correlated and zero-inflated predictors: assessing a nonnegative garrote approach

A comparison of full model specification and backward elimination of potential confounders when estimating marginal and conditional causal effects on binary outcomes from …

Functional limitations three and twelve months after venous thromboembolism: Results from a prospective cohort study

The Vienna Prediction Model for identifying patients at low risk of recurrent venous thromboembolism: a prospective cohort study

Georg Heinze Information

University

Position

Biostatistician

Citations(all)

26319

Citations(since 2020)

13961

Cited By

17627

hIndex(all)

81

hIndex(since 2020)

48

i10Index(all)

277

i10Index(since 2020)

190

Email

University Profile Page

Medizinische Universität Wien

Google Scholar

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Georg Heinze Skills & Research Interests

Medical Statistics

Epidemiology

Top articles of Georg Heinze

Title

Journal

Author(s)

Publication Date

Development of Cross-Sector Health Care Quality Indicators Based on Claims Data.

Studies in Health Technology and Informatics

Walter Gall

Hana Šinkovec

Alexander Niessner

Patrick Sulzgruber

Georg Heinze

2024/1/1

Sex differences in the survival benefit of kidney transplantation: a retrospective cohort study using target trial emulation

Nephrology Dialysis Transplantation

Angelika Geroldinger

Susanne Strohmaier

Michael Kammer

Christine Schilhart-Wallisch

Georg Heinze

...

2024/1

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

bmj

Gary S Collins

Karel GM Moons

Paula Dhiman

Richard D Riley

Andrew L Beam

...

2024/4/16

Phases of methodological research in biostatistics—building the evidence base for new methods

Biometrical Journal

Georg Heinze

Anne‐Laure Boulesteix

Michael Kammer

Tim P Morris

Ian R White

...

2024/1

Prediction modelling with many correlated and zero-inflated predictors: assessing a nonnegative garrote approach

arXiv preprint arXiv:2402.02064

Mariella Gregorich

Michael Kammer

Harald Mischak

Georg Heinze

2024/2/3

A comparison of full model specification and backward elimination of potential confounders when estimating marginal and conditional causal effects on binary outcomes from …

Biometrical Journal

Kim Luijken

Rolf HH Groenwold

Maarten van Smeden

Susanne Strohmaier

Georg Heinze

2024/1

Functional limitations three and twelve months after venous thromboembolism: Results from a prospective cohort study

Hämostaseologie

D Steiner

S Nopp

G Heinze

D Kraemmer

O Schlager

...

2024/2

The Vienna Prediction Model for identifying patients at low risk of recurrent venous thromboembolism: a prospective cohort study

European Heart Journal

Paul A Kyrle

Lisbeth Eischer

Hana Šinkovec

Paul Gressenberger

Thomas Gary

...

2024/1/1

Flexible parametrization of graph-theoretical features from individual-specific networks for prediction

arXiv preprint arXiv:2308.15365

Mariella Gregorich

Sean L Simpson

Georg Heinze

2023/8/29

Development and validation of a prediction model for future estimated glomerular filtration rate in people with type 2 diabetes and chronic kidney disease

Topics in stroke rehabilitation

Min-Su Kim

Min Cheol Joo

Min Kyun Sohn

Jongmin Lee

Deog Young Kim

...

2020/8/17

Fractional Polynomial Models as Special Cases of Bayesian Generalized Nonlinear Models

Fractal and Fractional

Aliaksandr Hubin

Georg Heinze

Riccardo De Bin

2023/8/22

Causal Model Building in the Context of Cardiac Rehabilitation: A Systematic Review

Nilufar Akbari

Georg Heinze

Geraldine Rauch

Ben Sander

Heiko Becher

...

2023/2/11

Package ‘logistf’

Georg Heinze

Meinhard Ploner

Daniela Dunkler

Harry Southworth

Maintainer Georg Heinze

2023/8/18

Evaluation of national institute for health and care excellence guidance for ruptured abdominal aortic aneurysms by emulating a hypothetical target trial

Frontiers in Cardiovascular Medicine

Wolf Eilenberg

Mohammed A Waduud

Henry Davies

Marc A Bailey

D Julian A Scott

...

2023

Amyloid-like p53 as prognostic biomarker in serous ovarian cancer—a study of the OVCAD consortium

Oncogene

Nicole Heinzl

Elisabeth Maritschnegg

Katarzyna Koziel

Christine Schilhart-Wallisch

Georg Heinze

...

2023/8/11

Regression without regrets–initial data analysis is an essential prerequisite to multivariable regression

Georg Heinze

Mark Baillie

Lara Lusa

Willi Sauerbrei

Carsten Oliver Schmidt

...

2023/11/14

Package ‘mfp’

Georg Heinze

Gareth Ambler

Axel Benner

Maintainer Georg Heinze

2023/7/18

Predicting pediatric kidney disease progression—are 3 variables all you need?

Kidney International

Clarkson R Crane

Pranav S Garimella

Georg Heinze

2023/11/1

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

Diagnostic and Prognostic Research

Angelika Geroldinger

Lara Lusa

Mariana Nold

Georg Heinze

2023/5/2

Modeling pulse wave velocity trajectories—challenges, opportunities, and pitfalls

Georg Heinze

Jeppe Christensen

Maria C Haller

2022/3/1

See List of Professors in Georg Heinze University(Medizinische Universität Wien)

Co-Authors

H-index: 48
Daniela Dunkler

Daniela Dunkler

Medizinische Universität Wien

H-index: 32
Karen Leffondre

Karen Leffondre

Université de Bordeaux

H-index: 11
Max Plischke

Max Plischke

Medizinische Universität Wien

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