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eess.IV2026
LoRCA: LoRA Cycle Adaptation for Histology to HiP-CT Translation with DINOv3
Yang Zhou, Edoardo Occhipinti, Banboye Kidzeru Elvis +11
Hierarchical Phase-Contrast Tomography (HiP-CT) is a synchrotron based X-ray imaging technique that enables non-destructive, volumetric imaging of intact organs with multi-resoluti…
eess.IV2026
Learning to Select Like Humans: Explainable Active Learning for Medical Imaging
Ifrat Ikhtear Uddin, Longwei Wang, Xiao Qin +2
Medical image analysis requires substantial labeled data for model training, yet expert annotation is expensive and time-consuming. Active learning (AL) addresses this challenge by…
eess.IV2025
Multi-modal Liver Segmentation and Fibrosis Staging Using Real-world MRI Images
Yang Zhou, Kunhao Yuan, Ye Wei +1
Liver fibrosis represents the accumulation of excessive extracellular matrix caused by sustained hepatic injury. It disrupts normal lobular architecture and function, increasing th…