TY  - JOUR
AU  - Gomez-Ramirez, Jaime
AU  - Fernandez-Blazquez, Miguel A
AU  - Gonzalez-Rosa, Javier J
PY  - 2022
DO  - 10.3390/brainsci12050579
SN  - 2076-3425
UR  - http://hdl.handle.net/10668/20852
T2  - Brain sciences
AB  - Normal aging is associated with changes in volumetric indices of brain atrophy. A quantitative understanding of age-related brain changes can shed light on successful aging. To investigate the effect of age on global and regional brain volumes and...
LA  - en
PB  - MDPI
KW  - MRI
KW  - XGBoost
KW  - Age prediction
KW  - Aging
KW  - Biological aging
KW  - Brain segmentation
KW  - Cortical parcellation
KW  - Feature importance
KW  - Machine learning
KW  - Shapley values
TI  - Prediction of Chronological Age in Healthy Elderly Subjects with Machine Learning from MRI Brain Segmentation and Cortical Parcellation.
TY  - research article
VL  - 12
ER  -