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ORCIDEmanuel Schwarz
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2020 – today
- 2024
[j8]Shunjie Zhang, Pan Li, Shenghan Wang, Jijun Zhu, Zhongting Huang, Fuqiang Cai, Sebastian Freidel, Fei Ling, Emanuel Schwarz
, Junfang Chen:
BioM2: biologically informed multi-stage machine learning for phenotype prediction using omics data. Briefings Bioinform. 25(5) (2024)- [i1]Han Cao, Sivanesan Rajan, Bianka Hahn, Ersoy Kocak, Daniel Durstewitz, Emanuel Schwarz, Verena Schneider-Lindner:
MTLComb: multi-task learning combining regression and classification tasks for joint feature selection. CoRR abs/2405.09886 (2024) - 2022
- [j7]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:
dsMTL: a computational framework for privacy-preserving, distributed multi-task machine learning. Bioinform. 38(21): 4919-4926 (2022) - [j6]Thilo Rieg, Emanuel Schwarz:
From mechanistic insight towards clinical implementation using normative modeling. Nat. Comput. Sci. 2(5): 278-280 (2022) - 2021
- [j5]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:
Generative network models of altered structural brain connectivity in schizophrenia. NeuroImage 225: 117510 (2021) - [j4]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:
Differential resting-state patterns across networks are spatially associated with Comt and Trmt2a gene expression patterns in a mouse model of 22q11.2 deletion. NeuroImage 243: 118520 (2021)
2010 – 2019
- 2019
- [j3]Junfang Chen, Dietmar Lippold, Josef Frank, William Rayner, Andreas Meyer-Lindenberg, Emanuel Schwarz:
Gimpute: an efficient genetic data imputation pipeline. Bioinform. 35(8): 1433-1435 (2019) - [j2]Han Cao, Jiayu Zhou, Emanuel Schwarz:
RMTL: an R library for multi-task learning. Bioinform. 35(10): 1797-1798 (2019)
2000 – 2009
- 2009
- [j1]Emanuel Schwarz, F. Markus Leweke, Sabine Bahn, Pietro Liò:
Clinical bioinformatics for complex disorders: a schizophrenia case study. BMC Bioinform. 10(S-12): 6 (2009) - 2008
- [c1]Emanuel Schwarz, F. Markus Leweke, Sabine Bahn, Pietro Liò:
Combining Molecular and Physiological Data of Complex Disorders. BIRD 2008: 362-376
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