M. Treppner

发表

Interpretable generative deep learning: an illustration with single cell gene expression data

H. Binder, M. Treppner, M. Hess, 2022, Human Genetics.

The performance of deep generative models for learning joint embeddings of single-cell multi-omics data

H. Binder, C. Kreutz, Maren Hackenberg, 2022, bioRxiv.

Disentangling nigral and putaminal contribution to motor impairment and levodopa response in Parkinson’s disease

C. Weiller, M. Rijntjes, H. Urbach, 2022, npj Parkinson's Disease.

Synthetic single cell RNA sequencing data from small pilot studies using deep generative models

H. Binder, T. Vogel, S. Lenz, 2021, Scientific Reports.

Designing Single Cell RNA-Sequencing Experiments for Learning Latent Representations

H. Binder, A. Köttgen, S. Haug, 2022, bioRxiv.

Generating Synthetic Single-Cell RNA-Sequencing Data from Small Pilot Studies using Deep Learning

Harald Binder, Martin Treppner, Moritz Hess, 2020 .

Making many out of few: deep generative models for single-cell RNA-sequencing data

Harald Binder, Martin Treppner, Moritz Hess, 2020, bioRxiv.

Single-cell transcriptomic resolution of stem cells and their developmental trajectories in the hippocampus reveals epigenetic control of cell state perseverance

Michael B. Stadler, H. Binder, T. Vogel, 2021, bioRxiv.

Financial toxicity in cancer patients undergoing radiotherapy in a universal health care system - a prospective multicenter study of 1075 patients.

N. Nicolay, S. Boeke, A. Rühle, 2023, Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology.

DOT1L activity affects cell lineage progression in the developing brain by controlling metabolic programs

H. Binder, T. Vogel, A. Cheffer, 2022, bioRxiv.

[123I]FP-CIT SPECT in Clinically Uncertain Parkinsonism Predicts Survival: A Data-Driven Analysis.

R. Buchert, L. Frings, P. Meyer, 2020, Journal of Parkinson's disease.

DOT1L activity affects neural stem cell division mode and reduces differentiation and ASNS expression

H. Binder, T. Vogel, A. Cheffer, 2023, EMBO reports.

DOT1L activity affects cell lineage progression in the developing brain by controlling metabolic programs

H. Binder, T. Vogel, A. Cheffer, 2022, bioRxiv.

Carotid Geometry and Wall Shear Stress Independently Predict Increased Wall Thickness—A Longitudinal 3D MRI Study in High-Risk Patients

J. Hennig, A. Hennemuth, G. Köber, 2021, Frontiers in Cardiovascular Medicine.

Characterization of aortic aging using 3D multi-parametric MRI-long-term follow-up in a population study

A. Hennemuth, S. Grundmann, C. Strecker, 2023, Scientific reports.