Dies ist eine Übersichtsseite mit Metadaten zu dieser wissenschaftlichen Arbeit. Der vollständige Artikel ist beim Verlag verfügbar.
Enhancing automated fracture detection in paediatric wrist X-rays with paired and unpaired cast suppression methods
0
Zitationen
6
Autoren
2026
Jahr
Abstract
The Pix2Pix model outperformed CycleGAN-based cast suppression for fracture detection preprocessing. However, cast suppression only improved performance in models trained without cast images and reduced performance otherwise. These findings indicate that cast suppression effectiveness depends critically on the downstream model's training data composition.
Ähnliche Arbeiten
<i>ATHENA</i>,<i>ARTEMIS</i>,<i>HEPHAESTUS</i>: data analysis for X-ray absorption spectroscopy using<i>IFEFFIT</i>
2005 · 16.088 Zit.
Computed Tomography — An Increasing Source of Radiation Exposure
2007 · 8.611 Zit.
Quantification of coronary artery calcium using ultrafast computed tomography
1990 · 7.637 Zit.
Standardized Myocardial Segmentation and Nomenclature for Tomographic Imaging of the Heart
2002 · 6.911 Zit.
Computational Radiomics System to Decode the Radiographic Phenotype
2017 · 6.268 Zit.