| Association of a reproducible epigenetic risk profile for schizophrenia with brain methylation and function J Chen, Z Zang, U Braun, K Schwarz, A Harneit, T Kremer, R Ma, ... JAMA psychiatry 77 (6), 628-636, 2020 | 62 | 2020 |
| Comparative evaluation of machine learning strategies for analyzing big data in psychiatry H Cao, A Meyer-Lindenberg, E Schwarz International journal of molecular sciences 19 (11), 3387, 2018 | 24 | 2018 |
| RMTL: an R library for multi-task learning H Cao, J Zhou, E Schwarz Bioinformatics 35 (10), 1797-1798, 2019 | 21 | 2019 |
| A polygenic score for schizophrenia predicts glycemic control H Cao, J Chen, A Meyer-Lindenberg, E Schwarz Translational psychiatry 7 (12), 1295, 2017 | 21 | 2017 |
| Ventral striatal–hippocampus coupling during reward processing as a stratification biomarker for psychotic disorders K Schwarz, C Moessnang, JI Schweiger, A Harneit, M Schneider, J Chen, ... Biological Psychiatry 91 (2), 216-225, 2022 | 12 | 2022 |
| Male increase in brain gene expression variability is linked to genetic risk for schizophrenia J Chen, H Cao, A Meyer-Lindenberg, E Schwarz Translational Psychiatry 8 (1), 140, 2018 | 11 | 2018 |
| Identification of reproducible BCL11A alterations in schizophrenia through individual-level prediction of coexpression J Chen, H Cao, T Kaufmann, LT Westlye, H Tost, A Meyer-Lindenberg, ... Schizophrenia bulletin 46 (5), 1165-1171, 2020 | 9 | 2020 |
| dsMTL: a computational framework for privacy-preserving, distributed multi-task machine learning H Cao, Y Zhang, J Baumbach, PR Burton, D Dwyer, N Koutsouleris, ... Bioinformatics 38 (21), 4919-4926, 2022 | 6 | 2022 |
| Identifying multimodal signatures underlying the somatic comorbidity of psychosis: the COMMITMENT roadmap E Schwarz, D Alnæs, OA Andreassen, H Cao, J Chen, F Degenhardt, ... Molecular Psychiatry 26 (3), 722-724, 2021 | 5 | 2021 |
| Signal from noise: Using machine learning to distil knowledge from data in biological psychiatry TP Quinn, JL Hess, VS Marshe, MM Barnett, AC Hauschild, ... PsyArXiv, 2022 | 4 | 2022 |
| Differential resting-state patterns across networks are spatially associated with Comt and Trmt2a gene expression patterns in a mouse model of 22q11. 2 deletion N Gass, Z Peterson, J Reinwald, A Sartorius, W Weber-Fahr, M Sack, ... Neuroimage 243, 118520, 2021 | 4 | 2021 |
| TMDIM: an improved algorithm for the structure prediction of transmembrane domains of bitopic dimers H Cao, MCK Ng, SA Jusoh, HK Tai, SWI Siu Journal of computer-aided molecular design 31 (9), 855-865, 2017 | 4 | 2017 |
| Opportunities and challenges of machine learning approaches for biomarker signature identification in psychiatry H Cao, E Schwarz Personalized Psychiatry, 117-126, 2020 | 3 | 2020 |
| Dimensional reconstruction of psychotic disorders through multi-task learning H Cao | 1 | 2022 |
| Image double encryption based on parametric discrete cosine transform H Cao, Y Zhou, CLP Chen 2013 IEEE International Conference of IEEE Region 10 (TENCON 2013), 1-4, 2013 | 1 | 2013 |
| A primer on the use of machine learning to distil knowledge from data in biological psychiatry TP Quinn, JL Hess, VS Marshe, MM Barnett, AC Hauschild, ... Molecular psychiatry, 1-15, 2024 | | 2024 |
| Advancing translational research in neuroscience through multi-task learning H Cao, X Hong, H Tost, A Meyer-Lindenberg, E Schwarz Frontiers in Psychiatry 13, 993289, 2022 | | 2022 |
| Identifying Polygenic Contributions to Differential Resting-State Connectivity in a Mouse Model of 22q11. 2 Deletion N Gass, Z Peterson, A Sartorius, W Weber-Fahr, JR Reinwald, M Sack, ... Biological Psychiatry 89 (9), S291-S292, 2021 | | 2021 |
| Hyper-coordinated DNA methylation is altered in schizophrenia and associated with brain function J Chen, K Schwarz, Z Zang, U Braun, A Harneit, T Kremer, R Ma, ... Schizophrenia Bulletin Open 2 (1), sgab036, 2021 | | 2021 |
| Differential Resting-State Connectivity and its Relation to Spatial Gene Expression Patterns in a Mouse Model of 22q11 Deletion T Nickl-Jockschat, N Gass, J Reinwald, Z Peterson, M Didriksen, ... NEUROPSYCHOPHARMACOLOGY 44 (SUPPL 1), 482-482, 2019 | | 2019 |
Andreas Meyer-LindenbergDirector, Central Institute of Mental HealthBestätigte E-Mail-Adresse bei zi-mannheim.de
