Shuhei Tomoshige
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View article: Preserved Limbic White Matter Predicts Favorable 2‐Year Outcomes in Neonatal Hypoxic‐Ischemic Encephalopathy
Preserved Limbic White Matter Predicts Favorable 2‐Year Outcomes in Neonatal Hypoxic‐Ischemic Encephalopathy Open
Objective Accurate prediction of both favorable and unfavorable long‐term neurodevelopmental outcomes of neonatal hypoxic‐ischemic encephalopathy (HIE) is essential for clinical care, yet the brain structures underlying a favorable prognos…
View article: iCBIR-Sli: Interpretable Content-Based Image Retrieval with 2D Slice Embeddings
iCBIR-Sli: Interpretable Content-Based Image Retrieval with 2D Slice Embeddings Open
Current methods for searching brain MR images rely on text-based approaches, highlighting a significant need for content-based image retrieval (CBIR) systems. Directly applying 3D brain MR images to machine learning models offers the benef…
View article: Domain-invariant feature learning in brain MR imaging for content-based image retrieval
Domain-invariant feature learning in brain MR imaging for content-based image retrieval Open
When conducting large-scale studies that collect brain MR images from multiple facilities, the impact of differences in imaging equipment and protocols at each site cannot be ignored, and this domain gap has become a significant issue in r…