Emanuel Schwarz

According to our database, Emanuel Schwarz authored at least 11 papers between 2008 and 2024.

Collaborative distances:

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

2024

dsLassoCov: a federated machine learning approach incorporating covariate control.

Han Cao, Augusto Anguita, Charline Warembourg, Xavier Escriba-Montagut, Martine Vrijheid, Juan R. González, Tim Cadman, Verena Schneider-Lindner, Daniel Durstewitz, Xavier Basagaña, Emanuel Schwarz

CoRR, 2024

MTLComb: multi-task learning combining regression and classification tasks for joint feature selection.

Han Cao, Sivanesan Rajan, Bianka Hahn, Ersoy Kocak, Daniel Durstewitz, Emanuel Schwarz, Verena Schneider-Lindner

CoRR, 2024

<i>BioM2</i>: biologically informed multi-stage machine learning for phenotype prediction using omics data.

Shunjie Zhang, Pan Li, Shenghan Wang, Jijun Zhu, Zhongting Huang, Fuqiang Cai, Sebastian Freidel, Fei Ling, Emanuel Schwarz, Junfang Chen

Briefings Bioinform., 2024

2022

dsMTL: a computational framework for privacy-preserving, distributed multi-task machine learning.

Han Cao, Youcheng Zhang, Jan Baumbach, Paul R. Burton, Dominic B. Dwyer, Nikolaos Koutsouleris, Julian O. Matschinske, Yannick Marcon, Sivanesan Rajan, Thilo Rieg, Patricia Ryser-Welch, Julian Späth, Carl Herrmann, Emanuel Schwarz

Bioinform., October, 2022

From mechanistic insight towards clinical implementation using normative modeling.

Thilo Rieg, Emanuel Schwarz

Nat. Comput. Sci., 2022

2021

Generative network models of altered structural brain connectivity in schizophrenia.

Xiaolong Zhang, Urs Braun, Anais Harneit, Zhenxiang Zang, Lena S. Geiger, Richard F. Betzel, Junfang Chen, Janina I. Schweiger, Kristina Schwarz, Jonathan Rochus Reinwald, Stefan Fritze, Stephanie H. Witt, Marcella Rietschel, Markus M. Nöthen, Franziska Degenhardt, Emanuel Schwarz, Dusan Hirjak, Andreas Meyer-Lindenberg, Heike Tost

NeuroImage, 2021

Differential resting-state patterns across networks are spatially associated with <i>Comt</i> and <i>Trmt2a</i> gene expression patterns in a mouse model of 22q11.2 deletion.

Natalia Gass, Zeru Peterson, Jonathan Rochus Reinwald, Alexander Sartorius, Wolfgang Weber-Fahr, Markus Sack, Junfang Chen, Han Cao, Michael Didriksen, Tine Bryan Stensbøl, Gabrielle Klemme, Adam J. Schwarz, Emanuel Schwarz, Andreas Meyer-Lindenberg, Thomas Nickl-Jockschat

NeuroImage, 2021

2019

Gimpute: an efficient genetic data imputation pipeline.

Junfang Chen, Dietmar Lippold, Josef Frank, William Rayner, Andreas Meyer-Lindenberg, Emanuel Schwarz

Bioinform., 2019

RMTL: an R library for multi-task learning.

Han Cao, Jiayu Zhou, Emanuel Schwarz

Bioinform., 2019

2009

Clinical bioinformatics for complex disorders: a schizophrenia case study.

Emanuel Schwarz, F. Markus Leweke, Sabine Bahn, Pietro Liò

BMC Bioinform., 2009

2008

Combining Molecular and Physiological Data of Complex Disorders.

Emanuel Schwarz, F. Markus Leweke, Sabine Bahn, Pietro Liò

Proceedings of the Bioinformatics Research and Development, 2008