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Nuclei segmentation in histopathology images is fundamental for cancer diagnosis and quantitative analysis, yet existing supervised and weakly supervised methods require extensive manual annotations. Although vision–language pre-...

Accurate delineation of the esophageal clinical target volume (CTV) is challenging due to extended longitudinal coverage and substantial slice-wise shape variation. Existing deep learning methods typically require extensive manua...

Accurate radiation dosimetry is critical for patient safety and treatment quality in radiotherapy. Conventional thermoluminescent dosimeters have limitations in re-readability and flexibility. This study aims to explore ZnSe nano...