Michael Altenbuchinger

According to our database, Michael Altenbuchinger authored at least 18 papers between 2017 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Adversarial Distribution Balancing for Counterfactual Reasoning.

Stefan Schrod, Fabian H. Sinz, Michael Altenbuchinger

Mach. Learn., April, 2026

2025

Graphical Transformation Models.

Matthias Herp, Johannes Brachem, Michael Altenbuchinger, Thomas Kneib

CoRR, March, 2025

FACT: Federated Adaptive Cross Training.

Stefan Schrod, Jonas Lippl, Andreas Schäfer, Michael Altenbuchinger

Knowl. Based Syst., 2025

HIDE: hierarchical cell-type deconvolution.

Dennis Völkl, Malte Mensching-Buhr, Thomas Sterr, Sarah Bolz, Andreas Schäfer, Nicole Seifert, Jana Tauschke, Austin Rayford, Oddbjørn Straume, Helena U. Zacharias, Sushma Nagaraja Grellscheid, Tim Beißbarth, Michael Altenbuchinger, Franziska Görtler

Bioinform., 2025

Use of Client-Side Machine Learning Models for Privacy-Preserving Healthcare Predictions - A Deployment Case Study.

Yacoub Abelard Njipouombe Nsangou, Rajib Kumar Halder, Ashraf Uddin, Laurenz Engel, Fruzsina Kotsis, Ulla T. Schultheiss, Johannes Raffler, Robin Kosch, Michael Altenbuchinger, Helena U. Zacharias, Gabi Kastenmüller, Jürgen Dönitz

Proceedings of the German Medical Data Sciences 2025: GMDS Illuminates Health, 2025

2024

Virtual tissue expression analysis.

Jakob Simeth, Paul Hüttl, Marian Schön, Zahra Nozari, Michael Huttner, Tobias Schmidt, Michael Altenbuchinger, Rainer Spang

Bioinform., 2024

CODEX: COunterfactual Deep learning for the <i>in silico</i> EXploration of cancer cell line perturbations.

Stefan Schrod, Helena U. Zacharias, Tim Beißbarth, Anne-Christin Hauschild, Michael Altenbuchinger

Bioinform., 2024

Adaptive digital tissue deconvolution.

Franziska Görtler, Malte Mensching-Buhr, Ørjan Skaar, Stefan Schrod, Thomas Sterr, Andreas Schäfer, Tim Beißbarth, Anagha Joshi, Helena U. Zacharias, Sushma Nagaraja Grellscheid, Michael Altenbuchinger

Bioinform., 2024

SpaCeNet: Spatial Cellular Networks from Omics Data.

Stefan Schrod, Niklas Lück, Robert Lohmayer, Stefan Solbrig, Tina Wipfler, Katherine H. Shutta, Marouen Ben Guebila, Andreas Schäfer, Tim Beißbarth, Helena U. Zacharias, Peter J. Oefner, John Quackenbush, Michael Altenbuchinger

Proceedings of the Research in Computational Molecular Biology, 2024

2023

Expectation of clinical decision support systems: a survey study among nephrologist end-users.

Fruzsina Kotsis, Helena Bächle, Michael Altenbuchinger, Jürgen Dönitz, Yacoub Abelard Njipouombe Nsangou, Heike Meiselbach, Robin Kosch, Sabine Salloch, Tanja Bratan, Helena U. Zacharias, Ulla T. Schultheiss

BMC Medical Informatics Decis. Mak., December, 2023

Anomaly detection in mixed high-dimensional molecular data.

Lena Buck, Tobias Schmidt, Maren Feist, Philipp Schwarzfischer, Dieter Kube, Peter J. Oefner, Helena U. Zacharias, Michael Altenbuchinger, Katja Dettmer, Wolfram Gronwald, Rainer Spang

Bioinform., August, 2023

FACT: Federated Adversarial Cross Training.

Stefan Schrod, Jonas Lippl, Andreas Schäfer, Michael Altenbuchinger

CoRR, 2023

2022

BITES: balanced individual treatment effect for survival data.

Stefan Schrod, Andreas Schäfer, Stefan Solbrig, Robert Lohmayer, Wolfram Gronwald, Peter J. Oefner, Tim Beißbarth, Rainer Spang, Helena U. Zacharias, Michael Altenbuchinger

Bioinform., 2022

2020

DTD: An R Package for Digital Tissue Deconvolution.

Marian Schön, Jakob Simeth, Paul Heinrich, Franziska Görtler, Stefan Solbrig, Tilo Wettig, Peter J. Oefner, Michael Altenbuchinger, Rainer Spang

J. Comput. Biol., 2020

Loss-Function Learning for Digital Tissue Deconvolution.

Franziska Görtler, Marian Schön, Jakob Simeth, Stefan Solbrig, Tilo Wettig, Peter J. Oefner, Rainer Spang, Michael Altenbuchinger

J. Comput. Biol., 2020

2018

Loss-Function Learning for Digital Tissue Deconvolution.

Franziska Görtler, Stefan Solbrig, Tilo Wettig, Peter J. Oefner, Rainer Spang, Michael Altenbuchinger

Proceedings of the Research in Computational Molecular Biology, 2018

2017

Molecular signatures that can be transferred across different omics platforms.

Michael Altenbuchinger, Philipp Schwarzfischer, Thorsten Rehberg, Jörg Reinders, Christian W. Kohler, Wolfram Gronwald, Julia Richter, Monika Szczepanowski, Neus Masqué-Soler, Wolfram Klapper, Peter J. Oefner, Rainer Spang

Bioinform., 2017

Reference point insensitive molecular data analysis.

Michael Altenbuchinger, Thorsten Rehberg, Helena U. Zacharias, Frank Stämmler, K. Dettmer, D. Weber, Andreas Hiergeist, A. Gessner, E. Holler, Peter J. Oefner, Rainer Spang

Bioinform., 2017