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Related Experiment Video

Updated: Nov 9, 2025

Author Spotlight: Advancing Alzheimer's Research – Exploring Early Detection and Multi-Omics Approaches

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Improving Individual Brain Age Prediction Using an Ensemble Deep Learning Framework.

Chen-Yuan Kuo¹, Tsung-Ming Tai², Pei-Lin Lee³

¹Aging and Health Research Center, National Yang Ming Chiao Tung University, Taipei, Taiwan.

Frontiers in Psychiatry

|April 9, 2021

Summary

This summary is machine-generated.

This study introduces a hierarchical framework combining machine learning (ML) and deep learning (DL) to accurately predict brain age. The novel approach integrates multiple input features for improved performance in characterizing brain health.

Failed At:

2026-06-19T13:48:24.447876+00:00

Keywords:

brain age ensemble deep learning machine learning neuroimaging regularization structural MRI

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