Weng, Nina
- 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
- 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, Pegios, Paraskevas, Manxi Lin +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
- 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
- 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 · 2 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