Fully automated whole-liver volume quantification on CT-image data: Comparison with manual volumetry using enhanced and unenhanced images as well as two different radiation dose levels and two reconstruction kernels.
Florian HagenAntonia MairMichael BitzerHans BösmüllerMarius HorgerPublished in: PloS one (2021)
Results of fully automated liver volume quantification are accurate and comparable with those of manual liver volume quantification and the technique seems to be confident even if unenhanced lower-dose CT image data is used.
Keyphrases
- deep learning
- dual energy
- computed tomography
- machine learning
- image quality
- electronic health record
- convolutional neural network
- big data
- contrast enhanced
- high throughput
- artificial intelligence
- magnetic resonance imaging
- positron emission tomography
- optical coherence tomography
- mass spectrometry
- magnetic resonance