6 citations · 8 across the 3 of their papers we have counts for
4 papers
OpenMAP-HIE: Pathology Informed Score-based Diffusion Model for Unsupervised Neonatal Hypoxic-Ischemic Encephalopathy Lesion Segmentation
Pengyu Kan, Craig Jones, Kenichi Oishi
Accurate localization of neonatal hypoxic--ischemic encephalopathy (HIE) lesions on apparent diffusion coefficient (ADC) images is clinically important but is limited by scarce exp…
Acquisition of interpretable domain information during brain MR image harmonization for content-based image retrieval
Keima Abe, Hayato Muraki, Shuhei Tomoshige +2
Medical images like MR scans often show domain shifts across imaging sites due to scanner and protocol differences, which degrade machine learning performance in tasks such as dise…
iCBIR-Sli: Interpretable Content-Based Image Retrieval with 2D Slice Embeddings
Shuhei Tomoshige, Hayato Muraki, Kenichi Oishi +1
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…
Domain-invariant feature learning in brain MR imaging for content-based image retrieval
Shuya Tobari, Shuhei Tomoshige, Hayato Muraki +2
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 ignor…