Giovanni Volpe

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 16

Top Topics

Tissue Classification

Microscopy Images

Top Venues

Mach. Learn. Sci. Technol.

J. Multimodal User Interfaces

Publications

Harshith Bachimanchi, Matthew I. M. Pinder, Chloé Robert, Pierre De Wit, Jonathan Havenhand, Alexandra Kinnby, Daniel Midtvedt, Erik Selander, Giovanni Volpe
Deep-learning-powered data analysis in plankton ecology. CoRR (2023)
Jesús Pineda, Benjamin Midtvedt, Harshith Bachimanchi, Sergio Noé, Daniel Midtvedt, Giovanni Volpe, Carlo Manzo
Geometric deep learning reveals the spatiotemporal features of microscopic motion. Nat. Mac. Intell. 5 (1) (2023)
Harshith Bachimanchi, Benjamin Midtvedt, Daniel Midtvedt, Erik Selander, Giovanni Volpe
Microplankton life histories revealed by holographic microscopy and deep learning. CoRR (2022)
Yu-Wei Chang, Laura Natali, Oveis Jamialahmadi, Stefano Romeo, Joana B. Pereira, Giovanni Volpe
Neural network training with highly incomplete medical datasets. Mach. Learn. Sci. Technol. 3 (3) (2022)
Piercarlo Dondi, Marco Porta, Angelo Donvito, Giovanni Volpe
Correction to: A gaze-based interactive system to explore artwork imagery. J. Multimodal User Interfaces 16 (1) (2022)
Piercarlo Dondi, Marco Porta, Angelo Donvito, Giovanni Volpe
A gaze-based interactive system to explore artwork imagery. J. Multimodal User Interfaces 16 (1) (2022)
Juan S. Sierra, Jesús Pineda, Daniela Rueda, Alejandro Tello, Angelica M. Prada, Virgilio Galvis, Giovanni Volpe, María Sagrario Millán, Lenny A. Romero, Andrés G. Marrugo
Corneal endothelium assessment in specular microscopy images with Fuchs' dystrophy via deep regression of signed distance maps. CoRR (2022)
Benjamin Midtvedt, Jesús Pineda, Fredrik Skärberg, Erik Olsén, Harshith Bachimanchi, Emelie Wesén, Elin K. Esbjörner, Erik Selander, Fredrik Höök, Daniel Midtvedt, Giovanni Volpe
Single-shot self-supervised particle tracking. CoRR (2022)
Meera Srikrishna, Rolf A. Heckemann, Joana B. Pereira, Giovanni Volpe, Anna Zettergren, Silke Kern, Eric Westman, Ingmar Skoog, Michael Schöll
Comparison of Two-Dimensional- and Three-Dimensional-Based U-Net Architectures for Brain Tissue Classification in One-Dimensional Brain CT. Frontiers Comput. Neurosci. 15 (2021)
Thomas Hinault, M. Mijalkov, Joana B. Pereira, Giovanni Volpe, A. Bakke, S. M. Courtney
Age-related differences in network structure and dynamic synchrony of cognitive control. NeuroImage 236 (2021)
Laura Natali, Saga Helgadottir, Onofrio M. Maragò, Giovanni Volpe
Improving epidemic testing and containment strategies using machine learning. Mach. Learn. Sci. Technol. 2 (3) (2021)
Meera Srikrishna, Joana B. Pereira, Rolf A. Heckemann, Giovanni Volpe, Danielle van Westen, Anna Zettergren, Silke Kern, Lars-Olof Wahlund, Eric Westman, Ingmar Skoog, Michael Schöll
Deep learning from MRI-derived labels enables automatic brain tissue classification on human brain CT. NeuroImage 244 (2021)
Yu-Wei Chang, Laura Natali, Oveis Jamialahmadi, Stefano Romeo, Joana B. Pereira, Giovanni Volpe
Neural Network Training with Highly Incomplete Datasets. CoRR (2021)
Isaac C. D. Lenton, Giovanni Volpe, Alexander B. Stilgoe, Timo A. Nieminen, Halina Rubinsztein-Dunlop
Machine learning reveals complex behaviours in optically trapped particles. Mach. Learn. Sci. Technol. 1 (4) (2020)
Laura Natali, Saga Helgadottir, Onofrio M. Maragò, Giovanni Volpe
Improving epidemic testing and containment strategies using machine learning. CoRR (2020)
Frank Cichos, Kristian Gustavsson, Bernhard Mehlig, Giovanni Volpe
Machine learning for active matter. Nat. Mach. Intell. 2 (2) (2020)