Daniel Midtvedt
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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 -
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 -
Microplankton life histories revealed by holographic microscopy and deep
learning
Harshith Bachimanchi, Benjamin Midtvedt, Daniel Midtvedt, Erik Selander, Giovanni Volpe
eLife - 2022 -
Label-free nanofluidic scattering microscopy of size and mass of single diffusing molecules and
nanoparticles
B. Spackova, H. K. Moberg, J. Fritzsche, J. Tenghamn, Gustaf Sjösten, H. Sipova-Jungova, D. Albinsson, Q. Lubart, D. van Leeuwen, F. Westerlund, Daniel Midtvedt, E. K. Esbjorner, M. Kall, Giovanni Volpe, C. Langhammer
Nature Methods - 2022 -
Deep learning in light-matter
interactions
Daniel Midtvedt, V. Mylnikov, A. Stilgoe, M. Kall, H. Rubinsztein-Dunlop, Giovanni Volpe
Nanophotonics - 2022 -
Fast and Accurate Nanoparticle Characterization Using Deep-Learning-Enhanced Off-Axis
Holography
Benjamin Midtvedt, Erik Olsén, Fredrik Eklund, Fredrik Höök, Caroline B. Adiels, Giovanni Volpe, Daniel Midtvedt
ACS Nano - 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 -
Diffusion of Lipid Nanovesicles Bound to a Lipid Membrane Is Associated with the Partial-Slip Boundary
Condition
E. Olsen, S. Joemetsa, A. Gonzalez, P. Joyce, V. P. Zhdanov, Daniel Midtvedt, F. Hook
Nano Letters - 2021 -
Nanoparticle characterization with off-axis
holography
Daniel Midtvedt, B Midvedt, E Olsén, F Eklund, Caroline B. Adiels, Fredrik Höök, Giovanni Volpe
Proceedings of SPIE, the International Society for Optical Engineering - 2020 -
Size and Refractive Index Determination of Subwavelength Particles and Air Bubbles by Holographic Nanoparticle Tracking
Analysis
Daniel Midtvedt, F. Eklund, E. Olsen, B. Midtvedt, J. Swenson, F. Hook
Analytical Chemistry - 2020