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Jesús Pineda
Doctoral Student
Department of Physics-
Cross-modality transformations in biological microscopy enabled by deep
learning
Dana Hassan, Jesùs Dominguez, Benjamin Midtvedt, Henrik Klein Moberg, Jesus Pineda, Christoph Langhammer, Giovanni Volpe, Antoni Homs Corbera, Caroline B. Adiels
Advanced Photonics - 2024 -
Crystallization and topology-induced dynamical heterogeneities in soft granular
clusters
Michal Bogdan, Jesus Pineda, Mihir Durve, Leon Jurkiewicz, Sauro Succi, Giovanni Volpe, Jan Guzowski
PHYSICAL REVIEW RESEARCH - 2024 -
Live-imaging and Quantification of Complex Nanostructure Hydrodynamic Motion in 3D Using Liquid Phase Transmission Electron
Microscopy
Murat Nulati Yesibolati, Agnese Callegari, Jesus Pineda, Giovanni Volpe, Maciej Lisicki, Kristian Mølhave
Microscopy and microanalysis : the official journal of Microscopy Society of America, Microbeam Analysis Society, Microscopical Society of Canada - 2023 -
Corneal endothelium assessment in specular microscopy images with Fuchs' dystrophy via deep regression of signed distance
maps
J. S. Sierra, Jesus Pineda, D. Rueda, A. Tello, A. M. Prada, V. Galvis, Giovanni Volpe, M. S. Millan, L. A. Romero, A. G. Marrugo
Biomedical Optics Express - 2023 -
Geometric deep learning reveals the spatiotemporal features of microscopic
motion
Jesus Pineda, Benjamin Midtvedt, Harshith Bachimanchi, S. Noe, Daniel Midtvedt, Giovanni Volpe, C. Manzo
Nature Machine Intelligence - 2023 -
Single-shot self-supervised object detection in
microscopy
Benjamin Midtvedt, Jesus Pineda, Fredrik Skärberg, Erik Olsén, Harshith Bachimanchi, Emelie Wesén, Elin K. Esbjörner, Erik Selander, Fredrik Höök, Daniel Midtvedt, Giovanni Volpe
Nature Communications - 2022 -
Extracting quantitative biological information from bright-field cell images using deep
learning
Saga Helgadottir, Benjamin Midtvedt, Jesus Pineda, Alan Sabirsh, Caroline B. Adiels, Stefano Romeo, Daniel Midtvedt, Giovanni Volpe
Biophysics Reviews - 2021 -
Active
droploids
J. Grauer, Falko Schmidt, Jesus Pineda, Benjamin Midtvedt, H. Lowen, Giovanni Volpe, B. Liebchen
Nature Communications - 2021 -
Quantitative digital microscopy with deep
learning
Benjamin Midtvedt, Saga Helgadottir, Aykut Argun, Jesus Pineda, Daniel Midtvedt, Giovanni Volpe
Applied Physics Reviews - 2021