Benjamin Midtvedt

Quantitative digital microscopy with deep learning

Benjamin Midtvedt, Saga Helgadóttir, Aykut Argun et al. · Applied Physics Reviews · 2021 · 119 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +22

Geometric deep learning reveals the spatiotemporal features of microscopic motion

Jesús Pineda, Benjamin Midtvedt, Harshith Bachimanchi et al. · Nature Machine Intelligence · 2023 · 67 citations · Full text

Geometric Learning, Convolutional Neural Network, Engineering +17

Size and Refractive Index Determination of Subwavelength Particles and Air Bubbles by Holographic Nanoparticle Tracking Analysis

Daniel Midtvedt, Fredrik Eklund, Erik Olsén et al. · Analytical Chemistry · 2019 · 47 citations

Nanoparticles, Engineering, Microscopy +21

Single-shot self-supervised object detection in microscopy

Benjamin Midtvedt, Jesús Pineda, Fredrik Skärberg et al. · Nature Communications · 2022 · 40 citations · Full text

Fast and Accurate Nanoparticle Characterization Using Deep-Learning-Enhanced Off-Axis Holography

Benjamin Midtvedt, Erik Olsén, Fredrik Eklund et al. · ACS Nano · 2021 · 38 citations · Full text