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Leon Hetzel
Leon Hetzel
PhD Student @Helmholtz Munich & TUM
Verified email at in.tum.de - Homepage
Title
Cited by
Cited by
Year
Best practices for single-cell analysis across modalities
L Heumos, AC Schaar, C Lance, A Litinetskaya, F Drost, L Zappia, ...
Nature Reviews Genetics 24 (8), 550-572, 2023
2282023
Interpretable and fine-grained visual explanations for convolutional neural networks
J Wagner, JM Kohler, T Gindele, L Hetzel, JT Wiedemer, S Behnke
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
1612019
Predicting cellular responses to complex perturbations in high‐throughput screens
M Lotfollahi, A Klimovskaia Susmelj, C De Donno, L Hetzel, Y Ji, IL Ibarra, ...
Molecular systems biology 19 (6), e11517, 2023
742023
Graph representation learning for single-cell biology
L Hetzel, DS Fischer, S Günnemann, FJ Theis
Current Opinion in Systems Biology 28, 100347, 2021
332021
Predicting Cellular Responses to Novel Drug Perturbations at a Single-Cell Resolution
L Hetzel, S Boehm, N Kilbertus, S Günnemann, M Lotfollahi, FJ Theis
Advances in Neural Information Processing Systems, 2022
26*2022
Simulation of non-Pauli channels
TPW Cope, L Hetzel, L Banchi, S Pirandola
Physical Review A 96 (2), 022323, 2017
262017
Künstliche neuronale Netze: Ein Nachbau unseres Gehirns?
L Hetzel, F Wangelik
Wie Maschinen lernen: Künstliche Intelligenz verständlich erklärt, 149-161, 2019
82019
Magnet: Motif-agnostic generation of molecules from shapes
L Hetzel, J Sommer, B Rieck, F Theis, S Günnemann
arXiv preprint arXiv:2305.19303, 2023
22023
Modelling single-cell RNA-seq trajectories on a flat statistical manifold
A Palma, S Rybakov, L Hetzel, FJ Theis
NeurIPS 2023 AI for Science Workshop, 2023
12023
Uncertainty Quantification for Atlas-Level Cell Type Transfer
L Hetzel, J Engelmann, G Palla, L Sikkema, M Luecken, F Theis
arXiv preprint arXiv:2211.03793, 2022
12022
The Power of Motifs as Inductive Bias for Learning Molecular Distributions
J Sommer, L Hetzel, D Lüdke, FJ Theis, S Günnemann
ICLR 2023-Machine Learning for Drug Discovery workshop, 0
1*
Community effort to unravel the complex human neuronal landscape exemplified for the striatum
J Schultze, S Agrawal, R Scholz, C Hartmann, L Hetzel, C Carraro, ...
2024
Exploratory electronic health record analysis with ehrapy
L Heumos, P Ehmele, T Treis, J Upmeier zu Belzen, A Namsaraeva, ...
medRxiv, 2023.12. 11.23299816, 2023
2023
Method and device for ascertaining an explanation map
J Wagner, T Gindele, JM Koehler, JT Wiedemer, L Hetzel
US Patent 11,783,190, 2023
2023
Method and device for ascertaining an explanation map
J Wagner, T Gindele, JM Koehler, JT Wiedemer, L Hetzel
US Patent 11,645,828, 2023
2023
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