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HUFS_Capstone

Multimodal Biological Brain Age Prediction and Predictive Region Identification using Magnetic Resonance Imaging and Angiography

Authors

HUFS BME Changmin Ryu

HUFS BME Ohjoon Kwon

Input Data

The input data consists of MRI T1 data and TOF data. image

Model Pipeline

KakaoTalk_Photo_2024-06-07-15-02-13

Model Result

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GradCam

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Analyzing Results

We are conducting an analysis on brain regions associated with physical age, such as the hippocampus, thalamus, and cortex.

In particular, we are analyzing whether there are significant distinguishing features in the subject group where there is a large discrepancy between actual age and predicted age. image image

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2024 BME Capstone Project

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