Improved non-destructive 2D and 3D X-ray imaging of leaf venation.
Julio V SchneiderRenate RabensteinJens WesenbergKarsten WescheGeorg ZizkaJörg HabersetzerPublished in: Plant methods (2018)
Our 2D X-ray method with a significantly improved resolution advances rapid non-destructive bulk scanning at a quality that in many cases is sufficient to determine key venation traits. Together with our high-resolution microfocus X-ray computed tomography method, both non-destructive approaches will help in vein trait data mining from museum collections, which provide an underexploited resource of historical and recent data on environmental and evolutionary change. In spite of the significant increase in effective image resolution, a combination of high-throughput and full visibility of the vein network (including the smallest veins and their connectivity) remains challenging, however.
Keyphrases
- high resolution
- computed tomography
- high throughput
- dual energy
- genome wide
- electronic health record
- mass spectrometry
- electron microscopy
- big data
- single molecule
- tandem mass spectrometry
- deep learning
- positron emission tomography
- magnetic resonance imaging
- high speed
- white matter
- magnetic resonance
- risk assessment
- climate change
- data analysis
- resting state
- inferior vena cava
- functional connectivity
- human health
- artificial intelligence
- image quality
- network analysis
- loop mediated isothermal amplification
- sensitive detection