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Carlo De Donno
Carlo De Donno
Data Scientist, Roche
Verified email at roche.com
Title
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Year
An integrated cell atlas of the lung in health and disease
L Sikkema, C Ramírez-Suástegui, DC Strobl, TE Gillett, L Zappia, ...
Nature Medicine 29 (6), 1563-1577, 2023
1522023
Learning interpretable cellular responses to complex perturbations in high-throughput screens
M Lotfollahi, AK Susmelj, C De Donno, Y Ji, IL Ibarra, FA Wolf, ...
BioRxiv, 2021.04. 14.439903, 2021
75*2021
An integrated cell atlas of the human lung in health and disease
L Sikkema, D Strobl, L Zappia, E Madissoon, NS Markov, L Zaragosi, ...
BioRxiv, 2022.03. 10.483747, 2022
522022
Ketamine exerts its sustained antidepressant effects via cell-type-specific regulation of Kcnq2
JP Lopez, MD Lücken, E Brivio, S Karamihalev, A Kos, C De Donno, ...
Neuron 110 (14), 2283-2298. e9, 2022
482022
Single-cell molecular profiling of all three components of the HPA axis reveals adrenal ABCB1 as a regulator of stress adaptation
JP Lopez, E Brivio, A Santambrogio, C De Donno, A Kos, M Peters, ...
Science advances 7 (5), eabe4497, 2021
482021
Compositional perturbation autoencoder for single-cell response modeling
M Lotfollahi, AK Susmelj, C De Donno, Y Ji, IL Ibarra, FA Wolf, ...
BioRxiv, 2021
222021
Population-level integration of single-cell datasets enables multi-scale analysis across samples
C De Donno, S Hediyeh-Zadeh, AA Moinfar, M Wagenstetter, L Zappia, ...
Nature Methods 20 (11), 1683-1692, 2023
202023
Early life adversity shapes social subordination and cell type–specific transcriptomic patterning in the ventral hippocampus
A Kos, JP Lopez, J Bordes, C De Donno, J Dine, E Brivio, S Karamihalev, ...
Science advances 9 (48), eadj3793, 2023
62023
Predicting cellular responses with variational causal inference and refined relational information
Y Wu, RA Barton, Z Wang, VN Ioannidis, C De Donno, LC Price, ...
arXiv preprint arXiv:2210.00116, 2022
22022
Learning interpretable cellular responses to complex perturbations in high-throughput screens
M Lotfollahi, AK Susmelj, C De Donno, Y Ji, IL Ibarra, FA Wolf, ...
BioRxiv, 2021.04. 14.439903, 2021
2021
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