| Interpretable generative deep learning: an illustration with single cell gene expression data M Treppner, H Binder, M Hess Human Genetics 141 (9), 1481-1498, 2022 | 19 | 2022 |
| Synthetic single cell rna sequencing data from small pilot studies using deep generative models M Treppner, A Salas-Bastos, M Hess, S Lenz, T Vogel, H Binder Scientific reports 11 (1), 9403, 2021 | 19 | 2021 |
| The performance of deep generative models for learning joint embeddings of single-cell multi-omics data E Brombacher, M Hackenberg, C Kreutz, H Binder, M Treppner Frontiers in Molecular Biosciences 9, 962644, 2022 | 18 | 2022 |
| Carotid geometry and wall shear stress independently predict increased wall thickness—a longitudinal 3D mri study in high-risk patients C Strecker, AJ Krafft, L Kaufhold, M Hüllebrandt, M Treppner, U Ludwig, ... Frontiers in Cardiovascular Medicine 8, 723860, 2021 | 14 | 2021 |
| Psychosocial distress in cancer patients undergoing radiotherapy: a prospective national cohort of 1042 patients in Germany A Fabian, A Rühle, J Domschikowski, M Trommer, S Wegen, JN Becker, ... Journal of Cancer Research and Clinical Oncology 149 (11), 9017-9024, 2023 | 11 | 2023 |
| Multi-omic analysis of human kidney tissue identified medulla-specific gene expression patterns S Haug, S Muthusamy, Y Li, G Stewart, X Li, M Treppner, A Köttgen, ... Kidney International 105 (2), 293-311, 2024 | 9 | 2024 |
| Financial toxicity in cancer patients undergoing radiotherapy in a universal health care system–A prospective multicenter study of 1075 patients A Fabian, A Rühle, J Domschikowski, M Trommer, S Wegen, JN Becker, ... Radiotherapy and Oncology 183, 109604, 2023 | 8 | 2023 |
| Disentangling nigral and putaminal contribution to motor impairment and levodopa response in Parkinson’s disease N Schröter, M Rijntjes, H Urbach, C Weiller, M Treppner, E Kellner, ... npj Parkinson's Disease 8 (1), 132, 2022 | 8 | 2022 |
| DOT1L activity affects neural stem cell division mode and reduces differentiation and ASNS expression B Appiah, CL Fullio, C Ossola, I Bertani, E Restelli, A Cheffer, M Polenghi, ... EMBO reports 24 (8), e56233, 2023 | 7 | 2023 |
| DAT SPECT predicts survival in patients assessed for differential diagnosis of dementia L Frings, F Henninger, M Treppner, G Köber, M Boeker, PT Meyer Journal of Alzheimer's Disease 82 (1), 215-220, 2021 | 6 | 2021 |
| Satisfaction with radiotherapy care among cancer patients treated in Germany—secondary analysis of a large multicenter study A Fabian, A Rühle, J Domschikowski, M Trommer, S Wegen, JN Becker, ... Strahlentherapie und Onkologie 200 (6), 487-496, 2024 | 5 | 2024 |
| Characterization of aortic aging using 3D multi-parametric MRI-long-term follow-up in a population study S Loose, D Solou, C Strecker, A Hennemuth, M Hüllebrand, ... Scientific Reports 13 (1), 6285, 2023 | 4 | 2023 |
| [123I] FP-CIT SPECT in clinically uncertain Parkinsonism predicts survival: a data-driven analysis L Frings, F Henninger, M Treppner, G Köber, M Boeker, S Hellwig, ... Journal of Parkinson's Disease 10 (4), 1457-1465, 2020 | 2 | 2020 |
| Modeling activity tracker data using deep Boltzmann machines M Treppner, S Lenz, H Binder, D Zöller German Medical Data Sciences: A Learning Healthcare System, 155-159, 2018 | 1 | 2018 |
| Enhancement of network architecture alignment in comparative single-cell studies C Schaechter, M Treppner, M Hackenberg, H Raum, J Boedecker, ... bioRxiv, 2024.08. 30.608255, 2024 | | 2024 |
| PD-0074 Financial toxicity in cancer patients treated with radiotherapy-a yDEGRO cross-sectional study A Fabian, A Rühle, M Trommer, S Wegen, J Becker, G Wurschi, S Boeke, ... Radiotherapy and Oncology 182, S41, 2023 | | 2023 |
| Designing Single Cell RNA-Sequencing Experiments for Learning Latent Representations M Treppner, S Haug, A Köttgen, H Binder bioRxiv, 2022.07. 08.499284, 2022 | | 2022 |
| DOT1L activity affects cell lineage progression in the developing brain by controlling metabolic programs B Appiah, CL Fullio, C Haffner, P Zeis, M Treppner, P Bovio, A Cheffer, ... bioRxiv, 2022.04. 08.487591, 2022 | | 2022 |
| Deep Generative Models for Designing Single-cell RNA-sequencing Experiments M Treppner Albert-Ludwigs-Universität Freiburg, 2022 | | 2022 |
| Single-cell transcriptomic resolution of stem cells and their developmental trajectories in the hippocampus reveals epigenetic control of cell state perseverance A Salas-Bastos, M Treppner, JS Herman, D Koutsogiannis, H Binder, ... bioRxiv, 2021.07. 21.452775, 2021 | | 2021 |
