Jesús Pineda
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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 -
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 -
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 -
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 -
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