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Papers matching “surrogate variables” 10

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Metabolic predictors of phenotypic traits can replace and complement measured clinical variables in transcriptome-wide association studies
2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Metabolomics and Mass Spectrometry Studies Open access

Anna Niehues, Daniele Bizzarri, Marcel J. T. Reinders, P. Eline Slagboom, Alain J. van Gool, Erik B. van den Akker, +1 more

0

citations
The impact of missing data on the validity and applicability of the SOFA score to predict mortality – a secondary analysis of a systematic review
2024 Research Square preprint Medicine Sepsis Diagnosis and Treatment Open access

Denise Molinnus, Michael Beulertz, Johannes Bickenbach, Gernot Marx, Carina Benstöm

0

citations
Comparison of High-Dimensional Bayesian Optimization Algorithms on BBOB
2023 arXiv (Cornell University) preprint Decision Sciences Advanced Bandit Algorithms Research Open access

Maria Laura Santoni, Elena Raponi, Renato De Leone, Carola Doerr

2

citations
High Dimensional Bayesian Optimization with Kernel Principal Component Analysis
2022 arXiv (Cornell University) preprint Decision Sciences Advanced Bandit Algorithms Research Open access

Kirill Antonov, Elena Raponi, Hao Wang, Carola Doerr

2

citations
End-to-End Reinforcement Learning of Koopman Models for eNMPC of an Air Separation Unit
2025 arXiv (Cornell University) preprint Engineering Advanced Control Systems Optimization Open access

Daniel Mayfrank, Kayra Dernek, Laura Lang, Alexander Mitsos, Manuel Dahmen

0

citations
About the Trustworthiness of Physics-Based Machine Learning – A Considerations for Geomechanical Applications
2024 preprint Physics and Astronomy Model Reduction and Neural Networks Open access

Denise Degen, Moritz Ziegler, Oliver Heidbach, Andreas Henk, Karsten Reiter, Florian Wellmann

1

citations
Truly Unordered Probabilistic Rule Sets for Multi-class Classification
2022 arXiv (Cornell University) preprint Computer Science Explainable Artificial Intelligence (XAI) Open access

Lincen Yang, Matthijs van Leeuwen

0

citations
Discovery of prognostic and treatment predictive biomarkers in recently diagnosed type 1 diabetes patients treated with anti TNFα
2023 medRxiv preprint Biochemistry, Genetics and Molecular Biology Diabetes and associated disorders Open access

Stefan Kostense, Jaco M. Klap, Haitham Ashoor, Runlin Yang, GJ Weverling, Kristen Sweet, +2 more

2

citations
TransNorm: Transformer Provides a Strong Spatial Normalization Mechanism for a Deep Segmentation Model
2022 arXiv (Cornell University) preprint Computer Science Medical Image Segmentation Techniques Open access

Reza Azad, Mohammad T. Al-Antary, Moein Heidari, Dorit Merhof

0

citations
The Therapy Intensity Level scale for traumatic brain injury: clinimetric assessment on neuro-monitored patients across 52 European intensive care units
2023 medRxiv preprint Medicine Traumatic Brain Injury and Neurovascular Disturbances Open access

Shubhayu Bhattacharyay, Erta Beqiri, Patrick Zuercher, Lindsay Wilson, Ewout Willem Steyerberg, David Nelson, +3 more

0

citations

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