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New MRI Framework Models Longitudinal Brain Aging Pace

By PulseAugur Editorial · [1 sources] ·

Researchers have developed Brain-PACE, a novel deep Siamese MRI framework designed to model longitudinal brain acceleration. This new method directly estimates the pace of structural brain aging from paired MRI scans, offering a more direct approach than indirect calculations from repeated cross-sectional estimates. Brain-PACE identified accelerated aging in a significant portion of participants with mild cognitive impairment and showed stronger associations with clinical and biological markers of neurodegeneration compared to previous methods. AI

RANK_REASON The cluster describes a new research paper detailing a novel framework for modeling brain aging using MRI. [lever_c_demoted from research: ic=1 ai=0.7]

Read on arXiv cs.CV →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

New MRI Framework Models Longitudinal Brain Aging Pace

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The cluster describes a new research paper detailing a novel framework for modeling brain aging using MRI. [lever_c_demoted from research: ic=1 ai=0.7]
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COVERAGE [1]

  1. arXiv cs.CV TIER_1 English(EN) · Samuel Maddox (School of Computing Sciences, University of East Anglia), Jacob Newman (School of Computing Sciences, University of East Anglia), Saber Sami (Norwich Medical School, University of East Anglia), Michal Mackiewicz (School of Computing Scienc… ·

    Brain-PACE: A Deep Siamese MRI Framework for Modelling Longitudinal Brain Acceleration

    arXiv:2609.11378v1 Announce Type: new Abstract: Brain age estimation has become a popular research proxy for assessing brain health and disease, yet longitudinal trajectories of brain ageing are still poorly defined, and clinical use is limited. Building on existing Siamese longi…

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