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ORCIDGiovanni Volpe
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2020 – today
- 2026
[j11]Iok-uí Tiunn, Blanca Zufiria Gerbolés, Emiliano Gómez-Ruiz, Anna Canal-Garcia, Hang Zhao, Mite Mijalkov, Joana B. Pereira, Giovanni Volpe:
BRAPH 2: A flexible, open-source, reproducible, community-oriented, easy-to-use framework for network analyses in neurosciences. SoftwareX 35: 102791 (2026)- [c1]Aitor González-Marfil, Mirja Granfors, Giovanni Volpe, Estibaliz Gómez-de-Mariscal, Ignacio Arganda-Carreras:
Lightweight Zero-Shot Segmentation of Mitochondria in Electron Microscopy Images. ISBI 2026: 1-4 - [i14]Karl Palmås, Mats Benner, Monica Billger, Ben Clarke, Raimund Feifel, Julia Fernandez-Rodriguez, Anna Foka, Juliette Griffié, Claes Gustafsson, Kerstin Hamilton, Johan Holmén, Kristina Lindström, Tobias Olofsson, Joana B. Pereira, Marisa Ponti, Julia Ravanis, Sviatlana Shashkova, Emma Sparr, Pontus Strimling, Fredrik Höök, Giovanni Volpe:
Technological Excellence Requires Human and Social Context. CoRR abs/2603.10653 (2026) - 2025
- [i13]Ade Satria Saloka Santosa, Yu-Wei Chang, Andreas B. Dahlin, Lars Österlund, Giovanni Volpe, Kunli Xiong:
Retina electronic paper with video-rate-tunable 45000 pixels per inch. CoRR abs/2502.03580 (2025) - [i12]Mirja Granfors, Jesús Pineda, Blanca Zufiria Gerbolés, Joana B. Pereira, Carlo Manzo, Giovanni Volpe:
Global graph features unveiled by unsupervised geometric deep learning. CoRR abs/2503.05560 (2025) - [i11]Ji-Yan Wu, Zheng Yong Poh, Anoop C. Patil, Bongsoo Park, Giovanni Volpe, Daisuke Urano:
Analysis of Plant Nutrient Deficiencies Using Multi-Spectral Imaging and Optimized Segmentation Model. CoRR abs/2507.14013 (2025) - [i10]Anoop C. Patil, Benny Jian Rong Sng, Yu-Wei Chang, Joana B. Pereira, Chua Nam-Hai, Rajani Sarojam, Gajendra Pratap Singh, In-Cheol Jang
, Giovanni Volpe:
Deep-Learning Investigation of Vibrational Raman Spectra for Plant-Stress Analysis. CoRR abs/2507.15772 (2025) - [i9]Hari Prakash Thanabalan, Lars Bengtsson, Ugo Lafont, Giovanni Volpe:
Inchworm-Inspired Soft Robot with Groove-Guided Locomotion. CoRR abs/2512.07813 (2025) - 2024
- [i8]Harshith Bachimanchi, Giovanni Volpe:
Diffusion Models to Enhance the Resolution of Microscopy Images: A Tutorial. CoRR abs/2409.16488 (2024) - [i7]Jesús Pineda, Sergi Masó-Orriols, Joan Bertran, Mattias Goksör, Giovanni Volpe, Carlo Manzo:
Spatial Clustering of Molecular Localizations with Graph Neural Networks. CoRR abs/2412.00173 (2024) - 2023
- [j10]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): 71-82 (2023) - [i6]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 abs/2309.08500 (2023) - 2022
- [j9]Piercarlo Dondi, Marco Porta, Angelo Donvito, Giovanni Volpe:
A gaze-based interactive system to explore artwork imagery. J. Multimodal User Interfaces 16(1): 55-67 (2022) - [j8]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): 69 (2022) - [j7]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): 35001 (2022) - [i5]Harshith Bachimanchi, Benjamin Midtvedt, Daniel Midtvedt, Erik Selander, Giovanni Volpe:
Microplankton life histories revealed by holographic microscopy and deep learning. CoRR abs/2202.09046 (2022) - [i4]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 abs/2202.13546 (2022) - [i3]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 abs/2210.07102 (2022) - 2021
- [j6]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: 785244 (2021) - [j5]Laura Natali, Saga Helgadottir, Onofrio M. Maragò, Giovanni Volpe:
Improving epidemic testing and containment strategies using machine learning. Mach. Learn. Sci. Technol. 2(3): 35007 (2021) - [j4]Thomas Hinault, Mite Mijalkov, Joana B. Pereira, Giovanni Volpe, A. Bakke, Susan M. Courtney:
Age-related differences in network structure and dynamic synchrony of cognitive control. NeuroImage 236: 118070 (2021) - [j3]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: 118606 (2021) - [i2]Yu-Wei Chang, Laura Natali, Oveis Jamialahmadi, Stefano Romeo, Joana B. Pereira, Giovanni Volpe:
Neural Network Training with Highly Incomplete Datasets. CoRR abs/2107.00429 (2021) - 2020
- [j2]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): 45009 (2020) - [j1]Frank Cichos, Kristian Gustavsson, Bernhard Mehlig, Giovanni Volpe:
Machine learning for active matter. Nat. Mach. Intell. 2(2): 94-103 (2020) - [i1]Laura Natali, Saga Helgadottir, Onofrio M. Maragò, Giovanni Volpe:
Improving epidemic testing and containment strategies using machine learning. CoRR abs/2011.11717 (2020)
Coauthor Index
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