Carlo Manzo
- A review of progress in single particle tracking: from methods to biophysical insights
2015/10/29 by Carlo Manzo, Maria F Garcia-Parajo, M.F. Garcia Parajo · 17 citations
Biochemistry, Genetics and Molecular Biology · Engineering · #Advanced Fluorescence Microscopy Techniques #Advanced Electron Microscopy Techniques and Applications #Near-Field Optical Microscopy
- Optical Spin-to-Orbital Angular Momentum Conversion in Inhomogeneous Anisotropic Media
2006/04/28 by L. Marrucci, Lorenzo Marrucci, C. Manzo +3 · 9 citations
Engineering · Physics and Astronomy · #Microfluidic and Bio-sensing Technologies #Optical Polarization and Ellipsometry #Orbital Angular Momentum in Optics #cond-mat.soft #physics.optics #quant-ph
- Learning minimal representations of stochastic processes with variational autoencoders
2023/07/21 by Gabriel Fernández-Fernández, Fernández-Fernández, Gabriel, Carlo Manzo +7 · 3 citations
Computer Science · Physics and Astronomy · #Biological Physics (physics.bio-ph) #Data Analysis #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Physical sciences #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Quantitative Methods (q-bio.QM) #Soft Condensed Matter (cond-mat.soft) #Statistics and Probability (physics.data-an)
- Roadmap on Deep Learning for Microscopy
2023/03/07 by Giovanni Volpe, Volpe, Giovanni, Carolina Wählby +147 · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Cell Image Analysis Techniques #AI in cancer detection #Image Processing Techniques and Applications
- Enhanced spatial clustering of single-molecule localizations with graph neural networks
2024/11/29 by Jesús Pineda, Sergi Masó-Orriols, Pineda, Jesús +11 · 1 voice · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Fluorescence Microscopy Techniques #Advanced Graph Neural Networks #Topological and Geometric Data Analysis