Fully automated volumetry of ventricular subregions on computed tomography using object detection and semantic segmentation

Key Points

• Automated volumetry significantly enhances the assessment of ventricular subregions.
• Measurements of subregions can be done in under 20 minutes, showcasing speed in analysis.
• Using object detection and semantic segmentation, this method provides precise volume calculations.
• The method's implications may improve workflow efficiency in clinical radiology settings.