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Transformer-Based Integrative Patient Representations from Single-Cell RNA Data
Single-cell RNA sequencing (scRNA-Seq) is a powerful tool to explore cellular heterogeneity in healthy and diseased states, yet its …
Benedikt von Querfurth, Johannes Lohmöller, Jan Pennekamp, Tore Bleckwehl, Rafael Kramann, Klaus Wehrle, Sikander Hayat
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scE(match): Privacy-Preserving Cluster Matching of Single-Cell Data
Advances in single-cell RNA sequencing (scRNA-seq) have dramatically enhanced our understanding of cellular functions and disease …
Johannes Lohmöller, Jannis Scheiber, Rafael Kramann, Klaus Wehrle, Sikander Hayat, Jan Pennekamp
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The Unresolved Need for Dependable Guarantees on Security, Sovereignty, and Trust in Data Ecosystems
Data ecosystems emerged as a new paradigm to facilitate the automated and massive exchange of data from heterogeneous information …
Johannes Lohmöller, Jan Pennekamp, Roman Matzutt, Carolin Victoria Schneider, Eduard Vlad, Christian Trautwein, Klaus Wehrle
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Use of Computation Ecosystems to Analyze the Kidney-Heart Crosstalk
The identification of mediators for physiologic processes, correlation of molecular processes, or even pathophysiological processes …
Zhuojun Wu, Johannes Lohmöller, Christiane Kuhl, Klaus Wehrle, Joachim Jankowski
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