@article{UBHD-69113604, author={Dončević, Daria and Herrmann, Carl}, title={Biologically informed variational autoencoders allow predictive modeling of genetic and drug-induced perturbations}, year={2023}, pages={1-12}, language={eng}, issn={1367-4811}, volume={39}, note={Ver{\"o}ffentlicht: 16. Juni 2023 ; Gesehen am 17.08.2023}, journal={Bioinformatics}, doi={10.1093/bioinformatics/btad387}, } @book{UBHD-69270147, author={Dončević, Daria}, title={Mechanistic dissection of cellular perturbations with interpretable deep learning models}, address={Heidelberg}, year={2024}, pages={1 Online-Ressource (184 Seiten)}, language={eng}, school={Dissertation, Ruprecht-Karls-Universit{\"a}t Heidelberg, 2024}, doi={10.11588/heidok.00035577}, keywords={Bioinformatik / Maschinelles Lernen}, url={https://nbn-resolving.de/urn:nbn:de:bsz:16-heidok-355777}, library={UB}, } @book{UBHD-69293647, author={Dončević, Daria}, organization={Universit{\"a}t Heidelberg}, title={Mechanistic dissection of cellular perturbations with interpretable deep learning models}, address={Heidelberg}, year={2024}, pages={xxv, 151 Seiten}, language={eng}, school={Dissertation, Ruprecht-Karls-Universit{\"a}t Heidelberg, 2024}, keywords={Bioinformatik / Maschinelles Lernen}, library={UB [Signatur: 2025 U 27]}, } @article{UBHD-68670316, author={Gartlgruber, Moritz and Sharma, Ashwini Kumar and Quintero, Andrés and Dreidax, Daniel and Jansky, Selina and Park, Young-Gyu and Kreth, Sina and Meder, Johanna and Dončević, Daria and Saary, Paul and Toprak, Umut H. and Ishaque, Naveed and Afanasyeva, Elena and Wecht, Elisa and Koster, Jan and Versteeg, Rogier and Gr{\"u}newald, Thomas G. P. and Jones, David T. W. and Pfister, Stefan and Henrich, Kai-Oliver and van Nes, Johan and Herrmann, Carl and Westermann, Frank}, title={Super enhancers define regulatory subtypes and cell identity in neuroblastoma}, year={2021}, pages={114-128}, language={eng}, issn={2662-1347}, volume={2}, number={1}, note={Published: 07 December 2020 ; Gesehen am 08.12.2020}, journal={Nature cancer}, doi={10.1038/s43018-020-00145-w}, } @article{UBHD-68761611, author={Schwarz, Emanuel and Alnæs, Dag and Andreassen, Ole A. and Cao, Han and Chen, Junfang and Degenhardt, Franziska and Dončević, Daria and Dwyer, Dominic and Eils, Roland and Erdmann, Jeanette and Herrmann, Carl and Hofmann-Apitius, Martin and Kaufmann, Tobias and Koutsouleris, Nikolaos and Kodamullil, Alpha T. and Khuntia, Adyasha and Mucha, S{\"o}ren and N{\"o}then, Markus Maria and Paul, Riya and Pedersen, Mads L. and Quintero, Andrés and Schunkert, Heribert and Sharma, Ashwini Kumar and Tost, Heike and Westlye, Lars T. and Zhang, Youcheng and Meyer-Lindenberg, Andreas}, title={Identifying multimodal signatures underlying the somatic comorbidity of psychosis}, subtitle={the COMMITMENT roadmap : guest editorial}, year={2021}, pages={722-724}, language={eng}, issn={1476-5578}, volume={26}, number={3}, note={Published: 15 October 2020 ; Gesehen am 20.07.2021}, journal={Molecular psychiatry}, doi={10.1038/s41380-020-00915-z}, } @article{UBHD-69340101, author={W{\"u}rth, Roberto and Donato, Elisa and Michel, Laura L. and Saini, Massimo and Becker, Lisa Maria and Cheytan, Tasneem and Dončević, Daria and Messmer, Tobias and Gutjahr, Ewgenija and Weber, Rebecca and Klein, Corinna and Alborzinia, Hamed and Yildiz, Umut and Vogel, Vanessa and Hlevnjak, Mario and Kozyulina, Polina and Neuberth, Sarah Jane and Schwerd-Kleine, Paul Albert Wolfgang and Jakab, Sevinç and Pfarr, Nicole and Angeles, Arlou Kristina J. and Laut, Astrid Karoline and Karpova, Darja and Falcone, Mattia and Hardt, Olaf and Theek, Benjamin and Wagner, Celina V. and Becker, Mirjam and Wagner, Sabine and Haselmayr, Martina and Schmitt, Anita and M{\"u}ller-Tidow, Carsten and Riethdorf, Sabine and Pantel, Klaus and Zapatka, Marc and S{\"u}ltmann, Holger and Herrmann, Carl and Thewes, Verena and Lichter, Peter and Schneeweiss, Andreas and Sprick, Martin and Trumpp, Andreas}, title={Circulating tumor cell plasticity determines breast cancer therapy resistance via neuregulin 1-HER3 signaling}, year={2025}, pages={37 S.}, language={eng}, issn={2662-1347}, volume={6}, note={Gesehen am 29.04.2025}, journal={Nature cancer}, doi={10.1038/s43018-024-00882-2}, }