Aasa Feragen
- FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare
2023/08/11 by Karim Lekadir, Aasa Feragen, Lekadir, Karim +214 · 14 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)
- Fast Diffusion-Based Counterfactuals for Shortcut Removal and Generation
2023/12/21 by Nina Weng, Paraskevas Pegios, Weng, Nina +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
- On (assessing) the fairness of risk score models
2023/02/17 by Eike Petersen, Melanie Ganz, Petersen, Eike +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
- Diffusion-based Iterative Counterfactual Explanations for Fetal Ultrasound Image Quality Assessment
2024/03/13 by Paraskevas Pegios, Pegios, Paraskevas, Manxi Lin +15 · 2 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
- 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
- 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