Mar 13, 2024 · In this work, we propose using diffusion-based counterfactual explainable AI to generate realistic high-quality standard planes from low-quality non-standard ...
Obstetric ultrasound image quality is crucial for accurate diagnosis and monitoring of fetal health. However, producing high-quality standard planes is ...
Mar 13, 2024 · Over recent years, deep learning methods have supported fetal ultrasound quality assessment, including image-based [32, 14, 13] and video-based ...
Diffusion-based Iterative Counterfactual Explanations for Fetal Ultrasound Image Quality Assessment. P Pegios, M Lin, N Weng, MBS Svendsen, Z Bashir, S Bigdeli, ...
Diffusion-based Iterative Counterfactual Explanations for Fetal Ultrasound Image Quality Assessment ... Learning semantic image quality for fetal ultrasound ...
Diffusion-based Iterative Counterfactual Explanations for Fetal Ultrasound Image Quality Assessment. P Pegios, M Lin, N Weng, MBS Svendsen, Z Bashir, S Bigdeli, ...
Feb 13, 2024 · Diffusion-based Iterative Counterfactual Explanations for Fetal Ultrasound Image Quality Assessment · Medicine, Computer Science. arXiv.org · 2024.
Diffusion-based Iterative Counterfactual Explanations for Fetal Ultrasound Image Quality Assessment ... Learning semantic image quality for fetal ultrasound ...
Diffusion-based iterative counterfactual explanations for fetal ultrasound image quality assessment. arXiv preprint arXiv:2403.08700, 2024. Christian WA ...
产科超声图像质量对于准确诊断和监测胎儿健康至关重要。然而，制作高质量的标准平面很困难，受超声医师的专业技能和母体BMI或胎儿动态等因素的影响。在这项工作中， ...