Author profile
Department of Radiation Oncology, Graduate School of Biomedical and Health Sciences, Hiroshima University
Conventional radiomics models often treat tumors as spatially homogeneous entities, limiting their ability to capture intratumoral heterogeneity and its impact on prognosis and treatment resistance. Habitat imaging addresses this limitation by explicitly mode...
Accurate delineation of the gross tumor volume of the primary lesion (GTVp) during radiotherapy is essential for ART, particularly in head-and-neck cancer where tumor regression and anatomical deformation occur during treatment. However, mid-treatment contour...
To develop an image-to-drug framework for glioblastoma (GBM) that translates multi-sequence MRI radiomics–based survival risk into actionable therapeutic hypotheses, by integrating ensemble survival modeling with multi-omics reinforcement learning.