Improving Automated COVID-19 Grading with Convolutional Neural Networks in Computed Tomography Scans: An Ablation Study. - Coen de Vente; Luuk H. Boulogne; Kiran Vaidhya Venkadesh; Cheryl Sital; Nikolas Lessmann; Colin Jacobs; Clara I. Sánchez; Bram van Ginneken (CoRR, 2020)

Automated Estimation of Total Lung Volume using Chest Radiographs and Deep Learning. - Ecem Sogancioglu; Keelin Murphy; Ernst Th. Scholten; Luuk H. Boulogne; Mathias Prokop; Bram van Ginneken (CoRR, 2021)

Automated COVID-19 Grading With Convolutional Neural Networks in Computed Tomography Scans: A Systematic Comparison. - Coen de Vente; Luuk H. Boulogne; Kiran Vaidhya Venkadesh; Cheryl Sital; Nikolas Lessmann; Colin Jacobs; Clara I. Sánchez; Bram van Ginneken (IEEE Trans. Artif. Intell., 2022)

The STOIC2021 COVID-19 AI challenge: Applying reusable training methodologies to private data. - Luuk H. Boulogne; Julian Lorenz; Daniel Kienzle; Robin Schön; Katja Ludwig; Rainer Lienhart; Simon Jégou; Guang Li; Cong Chen; Qi Wang; Derik Shi; Mayug Maniparambil; et al. (Medical Image Anal., 2024)