Author

Lu-Lu Zhao

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Case report Open access Oct 2026

A case report of thyroid sarcomatoid carcinoma

Rationale: Sarcomatoid carcinoma represents a rare subtype of highly aggressive malignant neoplasm. Sarcomatoid carcinoma of the thyroid is extremely uncommon, accounting for merely 1% to 2% of all thyroid malignancies. It is marked by rapid progression and unfavorable prognosis, with a median survival of only 5 to 6 m...

Lei Zhang, Li-Jing Ran, Lu-Lu Zhao et al. · Medicine · 0 citations

#graph neural networks Open access Oct 2026

CALT-GNN: a graph neural network with cross-attention and long-tail experts for multi-omics cancer subtype classification

Cancer subtype classification based on molecular features is important for characterizing tumor heterogeneity, evaluating patient prognosis, and supporting precision treatment. Multi-omics integration provides complementary molecular information across genomic, epigenomic, transcriptomic, and proteomic levels. Howeve...

Ke Wang, Jin-Bo Zheng, Lu-Lu Zhao et al. · BMC Bioinformatics · 0 citations