Theresa Ullmann - Publications, H-index & Citations

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Theresa Ullmann

Medical University of Vienna

9H-index

25Paper Count

1.3KCitation Count

Published Papers 5

Publication Date

A Systematic Categorization of Performance Measures for Estimated Non-Linear Associations Between an Outcome and Continuous Predictors

computational statistics

IF0

2025-08-31

OAAI

Theresa Ullmann; Georg Heinze; Michal Abrahamowicz; Aris Perperoglou; Willi Sauerbrei; Matthias Schmid; Daniela Dunkler; TG2 of the STRATOS Initiative

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Hyperparameter optimization: Foundations, algorithms, best practices, and open challenges

WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY

IF11.7

2023-01-16

243

OAAI

Bischl, Bernd; Binder, Martin; Lang, Michel; Pielok, Tobias; Richter, Jakob; Coors, Stefan; Thomas, Janek; Ullmann, Theresa; Becker, Marc; Boulesteix, Anne-Laure; Deng, Difan; Lindauer, Marius

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KD Diagnosis Does Not Increase Cardiovascular Risk in Children According to Dynamic Intima-Media Roughness Measurements

JOURNAL OF CLINICAL MEDICINE

IF2.9

2022-02-22

OAAI

Koenig, Miriam; Ullmann, Theresa; Pastor-Villaescusa, Belen; Dalla-Pozza, Robert; Bohlig, Sarah; Schmidt-Trucksass, Arno; Pattathu, Joseph; Haas, Nikolaus A.; Jakob, Andre

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Validation of cluster analysis results on validation data: A systematic framework

WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY

IF11.7

2021-12-23

OAAI

Ullmann, Theresa; Hennig, Christian; Boulesteix, Anne-Laure

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Predicting personality from patterns of behavior collected with smartphones

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

IF9.1

2020-07-14

136

OAAI

Stachl, Clemens; Au, Quay; Schoedel, Ramona; Gosling, Samuel D.; Harari, Gabriella M.; Buschek, Daniel; Voelkel, Sarah Theres; Schuwerk, Tobias; Oldemeier, Michelle; Ullmann, Theresa; Hussmann, Heinrich; Bischl, Bernd; Buehner, Markus

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Research Directions