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Paraskevas's P1 Publications
Diffusion-based Iterative Counterfactual Explanations for Fetal Ultrasound Image Quality Assessment
Paraskevas Pegios, Manxi Lin, Nina Weng, Morten B. S. Svendsen, Zahra Bashir, Siavash Bigdeli, Anders N. Christensen, Martin Tolsgaard, Aasa Feragen
Unsupervised Detection of Fetal Brain Anomalies Using Denoising Diffusion Models
Markus D. S. Olsen, Jakob Ambsdorf, Manxi Lin, Caroline Taksøe-Vester, Morten B. S. Svendsen, Anders N. Christensen, Mads Nielsen, Martin G. Tolsgaard, Aasa Feragen, Paraskevas Pegios
Learning Semantic Image Quality for Fetal Ultrasound from Noisy Ranking Annotation
Manxi Lin, Jakob Ambsdorf, Emilie P. F. Sejer, Zahra Bashir, Chun K. Wong, Paraskevas Pegios, Alberto Raheli, Morten B. S. Svendsen, Mads Nielsen, Martin G. Tolsgaard, Anders N. Christensen, Aasa Feragen
Fast diffusion-based counterfactuals for shortcut removal and generation
Nina Weng, Paraskevas Pegios, Eike Petersen, Aasa Feragen, Siavash Bigdeli
Semantic similarity metrics for image registration
Steffen Czolbe, Paraskevas Pegios, Oswin Krause, Aasa Feragen
Leveraging Shape and Spatial Information for Spontaneous Preterm Birth Prediction
Paraskevas Pegios, Emilie P. F. Sejer, Manxi Lin, Zahra Bashir, Morten B. S. Svendsen, Mads Nielsen, Eike Petersen, Anders N. Christensen, Martin Tolsgaard, Aasa Feragen