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cs.CV2026
MedBOE: Optimization-Based Estimation of Complete Patient Body Models from Whole-Body Medical Imaging
Hoijoon Jung, Yuhao Wei, Mingxiao Tu +3
True whole-body medical imaging captures a patient from head to toe and provides comprehensive anatomical and/or functional information. This coverage enables reconstruction of the…
cs.CV2026
Heterogeneity-Aware Deep Learning for Tumour Classification from Multiparametric MRI
Yue Xia, Euijoon Ahn, Tian Xia +3
Intra-tumoural heterogeneity (ITH) reflects spatial variation in tumour biology and is an important determinant of tumour behaviour, prognosis, and treatment response. Radiomics an…
cs.CV2024
Language-guided Medical Image Segmentation with Target-informed Multi-level Contrastive Alignments
Mingjian Li, Mingyuan Meng, Shuchang Ye +4
Medical image segmentation is a fundamental task in numerous medical engineering applications. Recently, language-guided segmentation has shown promise in medical scenarios where t…