Motion fields from 4D lung CT are reduced to oriented histograms and embedded with UMAP, producing patient clusters that appear to reflect breathing pattern similarity.
Technological quality requirements for stereotac- tic radiotherapy,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
physics.med-ph 1years
2024 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Oriented histogram-based vector field embedding for characterizing 4D CT data sets in radiotherapy
Motion fields from 4D lung CT are reduced to oriented histograms and embedded with UMAP, producing patient clusters that appear to reflect breathing pattern similarity.