Robust Brain Age Estimation Based on sMRI via Nonlinear Age-Adaptive Ensemble Learning

• Main Authors: Zhaonian Zhang (Author), Richard Jiang (Author), Ce Zhang (Author), Bryan Williams (Author), Ziping Jiang (Author), Chang-Tsun Li (Author), Paul Chazot (Author), Nicola Pavese (Author), Ahmed Bouridane (Author), Azeddine Beghdadi (Author)
• Format: Book
• Published: IEEE, 2022-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Precise prediction on brain age is urgently needed by many biomedical areas including mental rehabilitation prognosis as well as various medicine or treatment trials. People began to realize that contrasting physical (real) age and predicted brain age can help to highlight brain issues and evaluate...