164 citations
- University of CopenhagenDK7 papers
- Technical University of DenmarkDK6 papers
- Hvidovre HospitalDK5 papers
- Copenhagen University HospitalDK2 papers
- Erasmus MCNL2 papers
- University of KentGB2 papers
- Athinoula A. Martinos Center for Biomedical ImagingUS1 paper
- Eindhoven University of TechnologyNL1 paper
- Erasmus University RotterdamNL1 paper
- Harvard UniversityUS1 paper
- Massachusetts General HospitalUS1 paper
- Ørsted (Denmark)DK1 paper
5 papers · 1 filter
Learning to quantify emphysema extent: What labels do we need?
Silas Nyboe Ørting, Jens Petersen, Laura H. Thomsen +2
Accurate assessment of pulmonary emphysema is crucial to assess disease severity and subtype, to monitor disease progression and to predict lung cancer risk. However, visual assess…
Deep Learning from Label Proportions for Emphysema Quantification
Gerda Bortsova, Florian Dubost, Silas Ørting +5
We propose an end-to-end deep learning method that learns to estimate emphysema extent from proportions of the diseased tissue. These proportions were visually estimated by experts…
Feature learning based on visual similarity triplets in medical image analysis: A case study of emphysema in chest CT scans
Silas Nyboe Ørting, Jens Petersen, Veronika Cheplygina +3
Supervised feature learning using convolutional neural networks (CNNs) can provide concise and disease relevant representations of medical images. However, training CNNs requires a…
The value of ultrahigh resolution OCT in dermatology - delineating the dermo-epidermal junction, capillaries in the dermal papillae and vellus hairs
Niels Møller Israelsen, Michael Maria, Mette Mogensen +5
Optical coherence tomography (OCT) imaging of the skin is gaining recognition and is increasingly applied to dermatological research. A key dermatological parameter inferred from a…
Two Optical Coherence Tomography Systems detect Topical Gold Nanoparticles in Hair follicles, Sweat Ducts and Measure Epidermis
Mette Mogensen, Sophie Bojesen, Niels Israelsen +5
Optical coherence tomography (OCT) is an established imaging technology for in vivo skin investigation. Topical application of gold nanoshells (GNS) provides contrast enhancement i…