Measures of Morphological Complexity of Gray Matter on Magnetic Resonance Imaging for Control Age Grouping

Article, Other literature type English OPEN
Pham, Tuan; Abe, Taishi; Oka, Ryuichi; Chen, Yung-Fu;
  • Publisher: MDPI AG
  • Journal: Entropy (issn: 1099-4300)
  • Publisher copyright policies & self-archiving
  • Related identifiers: doi: 10.3390/e17127868
  • Subject: magnetic resonance imaging | chaos | brain-age grouping | Medical Engineering | measures of complexity | neurodegeneration | Astrophysics | Medicinteknik | phylogenetic tree reconstruction | brain-age prediction | QB460-466 | Q | Science | Physics | QC1-999 | nonlinear dynamics | brain-age grouping; brain-age prediction; magnetic resonance imaging; phylogenetic tree reconstruction; measures of complexity; chaos; nonlinear dynamics; neurodegeneration

Current brain-age prediction methods using magnetic resonance imaging (MRI) attempt to estimate the physiological brain age via some kind of machine learning of chronological brain age data to perform the classification task. Such a predictive approach imposes greater r... View more
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