309 citations
- Copenhagen University HospitalDK5 papers
- Aarhus University HospitalDK4 papers
- RigshospitaletDK4 papers
- Technical University of DenmarkDK4 papers
- University of CopenhagenDK4 papers
- Ariel UniversityIL3 papers
- Bar-Ilan UniversityIL3 papers
- University of OuluFI2 papers
- Aalborg University HospitalDK1 paper
- Aarhus UniversityDK1 paper
- Acibadem City ClinicBG1 paper
- Charité - Universitätsmedizin BerlinDE1 paper
12 papers
A Threshold-Triggered Deep Q-Network-Based Framework for Self-Healing in Autonomic Software-Defined IIoT-Edge Networks
Agrippina Mwangi, León Navarro-Hilfiker, Lukasz Brewka +3
Stochastic disruptions such as flash events arising from benign traffic bursts and switch thermal fluctuations are major contributors to intermittent service degradation in softwar…
Mask of truth: model sensitivity to unexpected regions of medical images
Théo Sourget, Michelle Hestbek-Møller, Amelia Jiménez-Sánchez +2
The development of larger models for medical image analysis has led to increased performance. However, it also affected our ability to explain and validate model decisions. Models…
PARAFAC2-based Coupled Matrix and Tensor Factorizations with Constraints
Carla Schenker, Xiulin Wang, David Horner +2
Data fusion models based on Coupled Matrix and Tensor Factorizations (CMTF) have been effective tools for joint analysis of data from multiple sources. While the vast majority of C…
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…
Interpretability by design using computer vision for behavioral sensing in child and adolescent psychiatry
Flavia D. Frumosu, Nicole N. Lønfeldt, A. -R. Cecilie Mora-Jensen +4
Observation is an essential tool for understanding and studying human behavior and mental states. However, coding human behavior is a time-consuming, expensive task, in which relia…
Present criteria for prophylactic ICD implantation: Insights from the EU-CERT-ICD (Comparative Effectiveness Research to Assess the Use of Primary ProphylacTic Implantable Cardioverter Defibrillators in EUrope) project
M. Zabel, S. Schlögl, A. Lubinski +45
BACKGROUND. The clinical effectiveness of primary prevention implantable cardioverter defibrillator (ICD) therapy is under debate. It is urgently needed to better identify patients…