H Sajedi, N Pardakhti - Journal of medical systems, 2019 - Springer
Human age prediction is an interesting and applicable issue in different fields. It can be based on various criteria such as face image, DNA methylation, chest plate radiographs …
Q Qi, B Du, M Zhuang, Y Huang, X Ding - International Conference on …, 2018 - Springer
The estimation of brain age from magnetic resonance (MR) images is useful for computer- aided diagnosis (CAD) in neurodegenerative diseases. Some deep learning methods has …
M Kawaguchi, H Kidokoro, R Ito, A Shiraki… - Magnetic Resonance …, 2021 - Elsevier
The accuracy of brain age estimates from magnetic resonance (MR) images has improved with the advent of deep learning artificial intelligence (AI) models. However, most previous …
M Ueda, K Ito, K Wu, K Sato, Y Taki… - 2019 IEEE 16th …, 2019 - ieeexplore.ieee.org
A specific pattern of morphological changes in the human brain is observed during the process of brain development and healthy aging. The age of subjects can be estimated from …
Brain age estimation from Magnetic Resonance Images (MRI) derives the difference between a subject's biological brain age and their chronological age. This is a potential …
L Lin, G Zhang, J Wang, M Tian, S Wu - Multimedia Tools and Applications, 2021 - Springer
Discrepancies between the estimated brain age from brain structural MRI and the chronological age have been associated with a broad spectrum of neurocognitive disorders …
Abstract Over the years, Machine Learning models have been successfully employed on neuroimaging data for accurately predicting brain age. Deviations from the healthy brain …
Z Liu, J Cheng, H Zhu, J Zhang, T Liu - … , Lima, Peru, October 4–8, 2020 …, 2020 - Springer
As age increases, human brains will be aged, and people tend to experience cognitive decline with a higher risk of neuro-degenerative disease and dementia. Recently, it was …
H Jiang, J Guo, H Du, J Xu, B Qiu - Math. Biosci. Eng, 2019 - aimspress.com
Due to both the hidden nature and the irreversibility of Alzheimers disease (AD), it has become the killer of the elderly and is thus the focus of much attention in the medical field …