Author

Shang-Dong Liu

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Open access Oct 2026

MedNeXt-Based Automated Tumor Segmentation and TMTV Prognostication in Hodgkin Lymphoma PET Images: A Retrospective Study

Simple Summary Hodgkin’s lymphoma (HL) is a blood cancer that mainly affects young adults and older individuals. Although most patients are cured, some experience treatment failure or relapse, making it important to identify high-risk patients. The total metabolic tumor volume (TMTV) on PET/CT scans is a useful prognos...

Hao-An Zhang, Fu-Ming Sun, Han Yu et al. · Cancers · 0 citations

Aug 2026

Cross-modal alignment enhancement for lightweight large vision language models

A Low-Complexity Cross-Modal Alignment via Projection (LCAP) network is proposed, which introduces Projective Token Compression (PTC), which leverages Mish activation and adaptive average pooling to reduce feature redundancy while enhancing discriminative information, and Positional Spatial Enhancement (PSE), which exp...

Yu-Chen Sha, Lingli Wan, Ge Yang et al. · The Visual Computer · 0 citations