@article{UBHD-68243117, author={Cao, Han and Chen, Junfang and Meyer-Lindenberg, Andreas and Schwarz, Emanuel}, title={A polygenic score for schizophrenia predicts glycemic control}, year={2017}, pages={1-9}, language={eng}, issn={2158-3188}, volume={7}, note={Gesehen am 16.04.2018}, journal={Translational Psychiatry}, doi={10.1038/s41398-017-0044-z}, } @book{UBHD-68921399, author={Cao, Han}, title={Dimensional reconstruction of psychotic disorders through multi-task learning}, address={Heidelberg}, year={2022}, pages={1 Online-Ressource (89 Seiten)}, language={eng}, school={Dissertation, Ruprecht-Karls-Universit{\"a}t zu Heidelberg, 2022}, doi={10.11588/heidok.00031540}, url={https://nbn-resolving.org/urn:nbn:de:bsz:16-heidok-315402}, library={UB ; UW}, } @book{UBHD-68932712, author={Cao, Han}, organization={Universit{\"a}t Heidelberg}, title={Dimensional reconstruction of psychotic disorders through multi-task learning}, address={Heidelberg}, year={2021}, pages={89 Bl{\"a}tter}, language={eng}, school={Dissertation, Ruprecht-Karls-Universit{\"a}t zu Heidelberg, 2022}, library={UB [Signatur: 2022 U 509]}, } @article{UBHD-69007648, author={Cao, Han and Hong, Xudong and Tost, Heike and Meyer-Lindenberg, Andreas and Schwarz, Emanuel}, title={Advancing translational research in neuroscience through multi-task learning}, year={2022}, pages={1-13}, language={eng}, issn={1664-0640}, volume={13}, number={Artikel-ID 993289}, note={Gesehen am 18.01.2023}, journal={Frontiers in psychiatry}, doi={10.3389/fpsyt.2022.993289}, } @article{UBHD-68371334, author={Cao, Han and Meyer-Lindenberg, Andreas and Schwarz, Emanuel}, title={Comparative evaluation of machine learning strategies for analyzing big data in psychiatry}, year={2018}, pages={1-15}, language={eng}, issn={1422-0067 and 1661-6596}, volume={Volume 19}, number={issue 11 (2018) Artikel-Nummer 3387}, note={Gesehen am 15.03.2019}, journal={International journal of molecular sciences}, doi={10.3390/ijms19113387}, } @incollection{UBHD-68457514, author={Cao, Han and Schwarz, Emanuel}, title={Computational approaches for identification of pleiotropic biomarker profiles in psychiatry}, year={2019}, pages={111-128}, language={eng}, isbn={978-3-030-12668-1}, note={Gesehen am 19.11.2019}, booktitle={Reviews on biomarker studies of metabolic and metabolism-related disorders}, editor={Guest, Paul C.}, doi={10.1007/978-3-030-12668-1_6}, } @article{UBHD-69103333, author={Cao, Han and Zhang, Youcheng and Baumbach, Jan and Burton, Paul R. and Dwyer, Dominic and Koutsouleris, Nikolaos and Matschinske, Julian and Marcon, Yannick and Rajan, Sivanesan and Rieger, Thilo and Ryser-Welch, Patricia and Sp{\"a}th, Julian and Herrmann, Carl and Schwarz, Emanuel}, title={dsMTL}, subtitle={a computational framework for privacy-preserving, distributed multi-task machine learning : data and text mining}, year={2022}, pages={4919-4926}, language={eng}, issn={1367-4811}, volume={38}, number={21 vom: Nov.}, note={Gesehen am 01.08.2023}, journal={Bioinformatics}, doi={10.1093/bioinformatics/btac616}, } @article{UBHD-69272768, author={Quinn, Thomas P. and Hess, Jonathan L. and Marshe, Victoria S. and Barnett, Michelle M. and Hauschild, Anne-Christin and Maciukiewicz, Malgorzata and Elsheikh, Samar S. M. and Men, Xiaoyu and Schwarz, Emanuel and Trakadis, Yannis J. and Breen, Michael S. and Barnett, Eric J. and Zhang-James, Yanli and Ahsen, Mehmet Eren and Cao, Han and Chen, Junfang and Hou, Jiahui and Salekin, Asif and Lin, Ping-I. and Nicodemus, Kristin K. and Meyer-Lindenberg, Andreas and Bichindaritz, Isabelle and Faraone, Stephen V. and Cairns, Murray J. and Pandey, Gaurav and M{\"u}ller, Daniel J. and Glatt, Stephen J.}, title={A primer on the use of machine learning to distil knowledge from data in biological psychiatry}, year={2024}, pages={387-401}, language={eng}, issn={1476-5578}, volume={29}, number={2 vom: Feb.}, note={Online ver{\"o}ffentlicht: 04. Januar 2024 ; Gesehen am 12.11.2024}, journal={Molecular psychiatry}, doi={10.1038/s41380-023-02334-2}, } @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}, }