This article sheds light on methods used for extracting high-dimensional data from clinical images – radiomics. The authors explain the standard steps of the radiomics process, discuss the origin of the term, and summarise the major issues in regard to this process....
This study compares fractional anisotropy (FA) values derived with DTI analysis approaches, as well as FA values and number of tracts with the clinical motor outcome quantified by the functional independence measure for children (WeeFIM). The authors concluded that...
Proton-density fat fraction of the paraspinal muscles has become an important surrogate biomarker in patients with intervertebral disc disease, osteoporosis, sarcopenia, and neuromuscular disorders. The authors developed an automatic segmentation algorithm of the...
To determine the influence of dose reduction and reconstruction methods on CT emphysema quantification, CT scans were performed on humans at routine radiation dose and at 45%, 60%, and 75% reduced radiation dose. Images were then reconstructed using filtered back...
New innovative technology, deep learning, is revolutionising many research and industrial fields. Growing interest in generative models inspired the authors to explore their potential in the field of magnetic resonance imaging of the spine. Tests showed that the...
