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Lucas Kook · SciRah

Researcher profile · Semantic Scholar

Lucas Kook

Vienna University of Economics and Business

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Lucas Kook — researcher profile on SciRah

ORCID iD 0000-0002-7546-7356Homepage

h-index: 13
Works: 38
Citations: 577

Most-cited papers

Copper-induced cell death and the protective role of glutathione: the implication of impaired protein folding rather than oxidative stress.
C. Saporito-Magriñá, Rosario Musacco-Sebio, G. Andrieux, Lucas Kook +6 more
2018Metallomics111 citations Open access
Semantic Scholar
Benchmarking of analysis strategies for data-independent acquisition proteomics using a large-scale dataset comprising inter-patient heterogeneity
K. Fröhlich, E. Brombacher, M. Fahrner, Daniel Vogele +8 more
2022Nature Communications95 citations Open access
Semantic Scholar
Deep and interpretable regression models for ordinal outcomes
Lucas Kook, L. Herzog, Torsten Hothorn, Oliver Dürr +1 more
2021Pattern Recognition53 citations Open access
Semantic Scholar
Pitfalls and potentials in simulation studies: Questionable research practices in comparative simulation studies allow for spurious claims of superiority of any method
Samuel Pawel, Lucas Kook, K. Reeve
2022Biometrical journal. Biometrische Zeitschrift41 citations Open access
Semantic Scholar
Distributional regression modeling via generalized additive models for location, scale, and shape: An overview through a data set from learning analytics
F. Marmolejo-Ramos, Mauricio Tejo, M. Brabec, Jakub Kuzilek +8 more
2022WIREs Data Mining Knowl. Discov.26 citations Open access
Semantic Scholar
deepregression: a Flexible Neural Network Framework for Semi-Structured Deep Distributional Regression
D. Rügamer, Chris Kolb, Cornelius Fritz, Florian Pfisterer +10 more
2021Journal of Statistical Software26 citations Open access
Semantic Scholar
Deep Learning Versus Neurologists: Functional Outcome Prediction in LVO Stroke Patients Undergoing Mechanical Thrombectomy
L. Herzog, Lucas Kook, Janne Hamann, C. Globas +13 more
2023Stroke23 citations Open access
Semantic Scholar
Distribution-Free Location-Scale Regression
Sandra Siegfried, Lucas Kook, T. Hothorn
2022American Statistician23 citations Open access
Semantic Scholar
Distributional anchor regression
Lucas Kook, Beate Sick, P. Bühlmann
2021Statistics and computing19 citations Open access
Semantic Scholar
A Systematic Evaluation of Semispecific Peptide Search Parameter Enables Identification of Previously Undescribed N-Terminal Peptides and Conserved Proteolytic Processing in Cancer Cell Lines
M. Fahrner, Lucas Kook, K. Fröhlich, M. Biniossek +1 more
2021Proteomes15 citations Open access
Semantic Scholar
Infection of HeLa cells with Chlamydia trachomatis inhibits protein synthesis and causes multiple changes to host cell pathways
M. Ohmer, Tina Tzivelekidis, Nora Niedenführ, Larisa Volceanov-Hahn +9 more
2019Cellular Microbiology15 citations
Semantic Scholar
Ordinal Neural Network Transformation Models: Deep and interpretable regression models for ordinal outcomes
Lucas Kook, L. Herzog, T. Hothorn, Oliver Dürr +1 more
2020arXiv.org14 citations
Semantic Scholar
Safety and effectiveness of IV Thrombolysis in retinal artery occlusion: A multicenter retrospective cohort study
P. Baumgartner, Lucas Kook, V. Altersberger, H. Gensicke +19 more
2023European Stroke Journal13 citations Open access
Semantic Scholar
Deep interpretable ensembles
Lucas Kook, A. Götschi, Philipp F. M. Baumann, T. Hothorn +1 more
2022Neurocomputing12 citations Open access
Semantic Scholar
Model-Based Causal Feature Selection for General Response Types
Lucas Kook, Sorawit Saengkyongam, A. Lundborg, Torsten Hothorn +1 more
2023Journal of the American Statistical Association11 citations Open access
Semantic Scholar
Deep transformation models for functional outcome prediction after acute ischemic stroke
L. Herzog, Lucas Kook, A. Götschi, K. Petermann +5 more
2022Biometrical journal. Biometrische Zeitschrift11 citations
Semantic Scholar
Algorithm-agnostic significance testing in supervised learning with multimodal data
Lucas Kook, A. Lundborg
2024Briefings Bioinform.10 citations Open access
Semantic Scholar
Proteomic distinction of renal oncocytomas and chromophobe renal cell carcinomas
V. Drendel, B. Heckelmann, C. Schell, Lucas Kook +4 more
2018Clinical Proteomics10 citations Open access
Semantic Scholar
Estimating Conditional Distributions with Neural Networks Using R Package deeptrafo
Lucas Kook, Philipp F. M. Baumann, Oliver Durr, Beate Sick +1 more
2022Journal of Statistical Software8 citations Open access
Semantic Scholar
Comparison of generalised additive models and neural networks in applications: A systematic review
Jessica Doohan, Lucas Kook, Kevin M. Burke
2025Expert systems with applications7 citations Open access
Semantic Scholar
Regularized Transformation Models: The tramnet Package
Lucas Kook, T. Hothorn
2021The R Journal7 citations Open access
Semantic Scholar
Early Thrombolysis and Outcomes in Central Retinal Artery Occlusion: An Individual Participant Data Meta-Analysis.
J. Xie, Kirill Zaslavsky, Yuri V. Chaban, A. Lusterio +31 more
2025Stroke6 citations Open access
Semantic Scholar
Instrumental variable estimation of distributional causal effects
Lucas Kook, Niklas Pfister
2024Electronic Journal of Statistics5 citations Open access
Semantic Scholar
Deep conditional transformation models for survival analysis
Gabriele Campanella, Lucas Kook, Ida Häggström, T. Hothorn +1 more
2022arXiv.org4 citations Open access
Semantic Scholar
How Inverse Conditional Flows Can Serve as a Substitute for Distributional Regression
Lucas Kook, Chris Kolb, Philipp Schiele, Daniel Dold +7 more
2024Conference on Uncertainty in Artificial Intelligence3 citations
Semantic Scholar
Data-Driven Augmentation of Expert Causal Knowledge in Cyber-Physical Systems
Katrin Ehrenmüller, Lucas Kook, Fajar J. Ekaputra, Marta Sabou
2025International Conference on Semantic Systems2 citations
Semantic Scholar
Generalizing Orthogonalization for Models with Non-Linearities
David Rügamer, Chris Kolb, Tobias Weber, Lucas Kook +1 more
2024International Conference on Machine Learning2 citations
Semantic Scholar
A Systematic Evaluation of Semispeciﬁc Peptide Search Parameter Enables Identiﬁcation of Previously Undescribed N-Terminal Peptides and Conserved Proteolytic Processing in Cancer Cell Lines
M. Fahrner, Lucas Kook, K. Fröhlich, M. Biniossek +1 more
20212 citations
Semantic Scholar
Exact Graph Learning via Integer Programming
Lucas Kook, Søren Wengel Mogensen
2026arXiv.org1 citations
Semantic Scholar
Rethinking player evaluation in sports: Goals above expectation and beyond
Robert Bajons, Lucas Kook
20251 citations
Semantic Scholar
A Flexible Deep Learning Framework for Survival Analysis with Medical Data
Gabriele Campanella, Ida Häggström, Lucas Kook, Torsten Hothorn +1 more
2025International Conference on Medical Image Computing and Computer-Assisted Intervention1 citations Open access
Semantic Scholar
There is no evidence that carbon dioxide-enriched oxygen before apnea affects the time to arterial desaturation, but it might improve cerebral oxygenation in anesthetized obese patients: a single-blinded randomized crossover trial
Marc T Schmidt, M. Studer, A. Kunz, Sandro Studer +7 more
2023BMC Anesthesiology1 citations Open access
Semantic Scholar
In-Depth Benchmarking of DIA-type Proteomics Data Analysis Strategies Using a Large-Scale Benchmark Dataset Comprising Inter-Patient Heterogeneity
K. Fröhlich, E. Brombacher, M. Fahrner, Daniel Vogele +7 more
20211 citations Open access
Semantic Scholar
Falsifying causal models via nonparametric conditional independence testing
Lucas Kook
1 citations
Semantic Scholar
Comment on "Double robust conditional independence test for novel biomarkers given established risk factors with survival data".
Lucas Kook
2026Biometrics0 citations
Semantic Scholar
Penalized Transformation Models [R package tramnet version 0.0-3]
Lucas Kook
20200 citations
Semantic Scholar
Proteomic distinction of renal oncocytomas and chromophobe renal cell carcinomas
V. Drendel, B. Heckelmann, C. Schell, Lucas Kook +4 more
2018Clinical Proteomics0 citations Open access
Semantic Scholar
Best subset selection for transformation models
Lucas Kook
0 citations
Semantic Scholar

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