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Markus Marks
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Deep-learning-based identification, tracking, pose estimation and behaviour classification of interacting primates and mice in complex environments
M Marks, Q Jin, O Sturman, L von Ziegler, S Kollmorgen, ...
Nature machine intelligence 4 (4), 331-340, 2022
56*2022
Non-invasive molecularly-specific millimeter-resolution manipulation of brain circuits by ultrasound-mediated aggregation and uncaging of drug carriers
MS Ozdas, AS Shah, PM Johnson, N Patel, M Marks, TB Yasar, U Stalder, ...
Nature communications 11 (1), 4929, 2020
442020
An optimized registration workflow and standard geometric space for small animal brain imaging
HI Ioanas, M Marks, V Zerbi, MF Yanik, M Rudin
NeuroImage 241, 118386, 2021
16*2021
SAMRI—Small Animal Magnetic Resonance Imaging, November 2017
HI Ioanas, M Marks, D Schmidt, F Aymanns, M Rudin
URL https://doi. org/10.5281/zenodo 1044033, 0
10*
An automated open-source workflow for standards-compliant integration of small animal magnetic resonance imaging data
HI Ioanas, M Marks, CM Garin, M Dhenain, MF Yanik, M Rudin
Frontiers in neuroinformatics 14, 5, 2020
9*2020
MABe22: A Multi-Species Multi-Task Benchmark for Learned Representations of Behavior
JJ Sun*, M Marks*, AW Ulmer, D Chakraborty, B Geuther, E Hayes, H Jia, ...
International Conference on Machine Learning (ICML), 2023
4*2023
Robust Disentanglement of a Few Factors at a Time using rPU-VAE
B Estermann*, M Marks*, MF Yanik
Advances in Neural Information Processing Systems (NeurIPS), 2020
32020
Text-image Alignment for Diffusion-based Perception
N Kondapaneni*, M Marks*, M Knott*, R Guimarães, P Perona
arXiv preprint arXiv:2310.00031, 2023
22023
A multicomponent approach to studying cultural propensities during foraging in the wild
KR Mannion, EF Ballare, M Marks, T Gruber
Journal of Animal Ecology, 2022
12022
Distributed representations of innate behaviors in the hypothalamus do not predict specialized functional centers
S Stagkourakis, G Spigolon, M Marks, M Feyder, J Kim, P Perona, ...
bioRxiv, 2023.11. 21.568163, 2023
2023
A Foundation Model for Cell Segmentation
U Israel*, M Marks*, R Dilip*, Q Li, MS Schwartz, E Pradhan, E Pao, S Li, ...
bioRxiv, 2023.11. 17.567630, 2023
2023
Simultaneous single-cell calcium imaging of neuronal population activity and brain-wide BOLD fMRI
RLEM Ubaghs, R Boehringer, M Marks, HK Hesse, MF Yanik, V Zerbi, ...
bioRxiv, 2023.11. 14.566368, 2023
2023
Predicting cardiac remodeling after myocardial infarction with machine learning: are we there yet?
SJ Reinstadler, C Dlaska, M Reindl, M Marks
International Journal of Cardiology 355, 6-7, 2022
2022
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Articles 1–13