23 citations
- University of CopenhagenDK3 papers
- Copenhagen University HospitalDK2 papers
- Aalborg University HospitalDK1 paper
- Aarhus UniversityDK1 paper
- Aarhus University HospitalDK1 paper
- Cancer Society of FinlandFI1 paper
- Gentofte HospitalDK1 paper
- Imperial College LondonGB1 paper
- Karolinska InstitutetSE1 paper
- Karolinska University HospitalSE1 paper
- Odense University HospitalDK1 paper
- RigshospitaletDK1 paper
4 papers
Contrastive Deep Learning Reveals Age Biomarkers in Histopathological Skin Biopsies
Kaustubh Chakradeo, Pernille Nielsen, Lise Mette Rahbek Gjerdrum +5
As global life expectancy increases, so does the burden of chronic diseases, yet individuals exhibit considerable variability in the rate at which they age. Identifying biomarkers…
Data harvesting vs data farming: A study of the importance of variation vs sample size in deep learning-based auto-segmentation for breast cancer patients
ES Buhl, E Maae, LW Matthiessen +7
The aim of this study was to investigate the difference in output, when training a model in three different scenarios: a large clinical delineated data set (with 700/78 patients fo…
Joint Alignment of Multivariate Quasi-Periodic Functional Data Using Deep Learning
Vi Thanh Pham, Jonas Bille Nielsen, Klaus Fuglsang Kofoed +2
The joint alignment of multivariate functional data plays an important role in various fields such as signal processing, neuroscience and medicine, including the statistical analys…
The ACROBAT 2022 Challenge: Automatic Registration Of Breast Cancer Tissue
Philippe Weitz, Masi Valkonen, Leslie Solorzano +38
The alignment of tissue between histopathological whole-slide-images (WSI) is crucial for research and clinical applications. Advances in computing, deep learning, and availability…