Carlo Manzo

Universitat de Vic - Universitat Central de Catalunya — Spain

Biochemistry, Genetics and Molecular Biology · Life Sciences

31h-index6.0kcitations131works1.92yr avg
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Research Topics

Advanced Fluorescence Microscopy Techniques(19), Lipid Membrane Structure and Behavior(14), Bacteriophages and microbial interactions(14), Advanced biosensing and bioanalysis techniques(13), DNA and Nucleic Acid Chemistry(13)

Publications131 total

Continuum architecture dynamics of vesicle tethering in exocytosis
Cell·2026Open Access
Enhanced spatial clustering of single-molecule localizations with graph neural networks
Nature Communications·2025Open Access
Roadmap on deep learning for microscopy
Journal of Physics Photonics·2025Open Access
Quantitative evaluation of methods to analyze motion changes in single-particle experiments
Nature Communications·2025· 21 citedOpen Access
Continuum architecture dynamics of vesicle tethering in exocytosis
2025· 1 citedOpen Access
BPS2025 - Label-free subcellular tracking in plant cells enhanced by AI-based artificial labeling
Biophysical Journal·2025
Deeplay: Enhancing PyTorch with Customizable and Reusable Neural Networks
2025Open Access
DeepTrack2: High-Quality Microscopy Simulations for Deep Learning
2025Open Access
DiffMAP-GP: Continuous 2D diffusion maps from particle trajectories without data binning using Gaussian processes
Biophysical Reports·2024· 1 citedOpen Access
Enhanced Spatial Clustering of Single-Molecule Localizations with Graph Neural Networks
arXiv (Cornell University)·2024Open Access
Global graph features unveiled by unsupervised geometric deep learning
2024
Learning minimal representations of stochastic processes with variational autoencoders
Physical review. E·2024· 10 cited
Author response: ICAM-1 nanoclusters regulate hepatic epithelial cell polarity by leukocyte adhesion-independent control of apical actomyosin
2024Open Access
ICAM-1 nanoclusters regulate hepatic epithelial cell polarity by leukocyte adhesion-independent control of apical actomyosin
eLife·2024Open Access
Author Response: ICAM-1 nanoclusters regulate hepatic epithelial cell polarity by leukocyte adhesion-independent control of apical actomyosin
2024Open Access
ICAM-1 nanoclusters regulate hepatic epithelial cell polarity by leukocyte adhesion-independent control of apical actomyosin
2024Open Access
Learning Continuous 2D Diffusion Maps from Particle Trajectories without Data Binning
2024Open Access
Quantitative evaluation of methods to analyze motion changes in single-particle experiments
arXiv (Cornell University)·2023· 10 citedOpen Access
Inferring pointwise diffusion properties of single trajectories with deep learning
Biophysical Journal·2023· 30 citedOpen Access
Joint Public Review: ICAM-1 nanoclusters regulate hepatic epithelial cell polarity by leukocyte adhesion-independent control of apical actomyosin
2023Open Access
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Frequent Co-authors

M.F. Garcia Parajo(25), Maciej Lewenstein(12), Gorka Muñoz-Gil(10), Juan A. Torreño-Pina(9), Laura Finzi(8), Miguel Ángel García-March(7), Melike Lakadamyali(6), Alessandra Cambi(6), David Dunlap(6), Thomas S. van Zanten(5), Giovanni Volpe(5), Chiara Zurla(5), Kyra J. E. Borgman(5), Ralf Metzler(4), Lorenzo Marrucci(3), Domenico Paparo(3), Maria Aurelia Ricci(2), Pietro Massignan(2), G. J. Lapeyre(2), José D. Martín‐Guerrero(2)