Medical Imaging 2024: Clinical and Biomedical Imaging 2024
DOI: 10.1117/12.3009084
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Enhancing hierarchical transformers for whole brain segmentation with intracranial measurements integration

Xin Yu,
Yucheng Tang,
Qi Yang
et al.

Abstract: Whole brain segmentation with magnetic resonance imaging (MRI) enables the non-invasive measurement of brain regions, including total intracranial volume (TICV) and posterior fossa volume (PFV). Enhancing the existing whole brain segmentation methodology to incorporate intracranial measurements offers a heightened level of comprehensiveness in the analysis of brain structures. Despite its potential, the task of generalizing deep learning techniques for intracranial measurements faces data availability constrai… Show more

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