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Emanuel 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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