Feragen, Aasa
- FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare
2023/08/11 by Karim Lekadir, Lekadir, Karim, Aasa Feragen +214 · 16 citations
Economics, Econometrics and Finance · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #Ethics in Clinical Research #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #I.2.0 #I.4.0 #I.5.0 #Machine Learning (cs.LG)
- Is segmentation uncertainty useful?
2021/03/30 by Czolbe, Steffen, Arnavaz, Kasra, Krause, Oswin +1 · 6 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Fast Diffusion-Based Counterfactuals for Shortcut Removal and Generation
2023/12/21 by Nina Weng, Weng, Nina, Paraskevas Pegios +7 · 9 citations
Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning in Healthcare #Radiomics and Machine Learning in Medical Imaging
- Feature robustness and sex differences in medical imaging: a case study in MRI-based Alzheimer's disease detection
2022/04/04 by Eike Petersen, Petersen, Eike, Aasa Feragen +9 · 3 citations
Computer Science · Engineering · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- That Label's Got Style: Handling Label Style Bias for Uncertain Image Segmentation
2023/03/28 by Kilian Zepf, Zepf, Kilian, Eike Petersen +5 · 3 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Are Sex-based Physiological Differences the Cause of Gender Bias for Chest X-ray Diagnosis?
2023/08/09 by Weng, Nina, Bigdeli, Siavash, Petersen, Eike +1 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- Shortcut Learning in Medical Image Segmentation
2024/03/11 by Lin, Manxi, Weng, Nina, Mikolaj, Kamil +5 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- Diffusion-based Iterative Counterfactual Explanations for Fetal Ultrasound Image Quality Assessment
2024/03/13 by Paraskevas Pegios, Manxi Lin, Pegios, Paraskevas +15 · 3 citations
Computer Science · Earth and Planetary Sciences · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Human-Computer Interaction (cs.HC) #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Seismic Imaging and Inversion Techniques #electronic engineering #information engineering
- DTU-Net: Learning Topological Similarity for Curvilinear Structure Segmentation
2022/05/23 by Manxi Lin, Lin, Manxi, Zahra Bashir +7 · 2 citations
Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Glaucoma and retinal disorders #Image and Video Processing (eess.IV) #Retinal Diseases and Treatments #Retinal Imaging and Analysis #electronic engineering #information engineering
- On (assessing) the fairness of risk score models
2023/02/17 by Eike Petersen, Petersen, Eike, Melanie Ganz +5 · 2 citations
Economics, Econometrics and Finance · Mathematics · Decision Sciences · #Health Systems, Economic Evaluations, Quality of Life #Advanced Causal Inference Techniques #Meta-analysis and systematic reviews
- In the Picture: Medical Imaging Datasets, Artifacts, and their Living Review
2025/01/18 by Jiménez-Sánchez, Amelia, Avlona, Natalia-Rozalia, de Boer, Sarah +26 · 4 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #Digital Libraries (cs.DL) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Counterfactual Explanations via Riemannian Latent Space Traversal
2024/11/04 by Pegios, Paraskevas, Feragen, Aasa, Hansen, Andreas Abildtrup +1 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Laplacian Segmentation Networks Improve Epistemic Uncertainty Quantification
2023/03/23 by Zepf, Kilian, Wanna, Selma, Miani, Marco +5 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Removing confounding information from fetal ultrasound images
2023/03/24 by Kamil Mikolaj, Mikolaj, Kamil, Manxi Lin +11 · 1 citation
Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Pancreatic and Hepatic Oncology Research #Tumors and Oncological Cases
- General Methods Make Great Domain-specific Foundation Models: A Case-study on Fetal Ultrasound
2025/06/24 by Ambsdorf, Jakob, Munk, Asbjørn, Llambias, Sebastian +6 · 1 voice · 2 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.4 #Machine Learning (cs.LG)
- Are generative models fair? A study of racial bias in dermatological image generation
2025/01/20 by Miguel López-Pérez, López-Pérez, Miguel, Søren Hauberg +3 · 1 citation
Medicine · Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #Diversity and Career in Medicine #Empathy and Medical Education #FOS: Computer and information sciences #Medicine and Dermatology Studies History