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Author

Jun Qian

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Review Aug 2026

SeqQC-former: A sequence-quality fusion framework for QC-aware review prioritization of candidate somatic SNVs in cancer genomics.

The accurate prioritization of candidate somatic single-nucleotide variants (SNVs) remains a challenge due to the substantial variability in sequencing quality across genomic loci. SeqQC-Former is a sequence-quality fusion framework that integrates the local nucleotide context with read-level quality-control (QC) covar...

Muhammad Zubair, Jianqiang Li, Zi-Tong Wang et al. · 0 citations
Review Aug 2026

Systematic Literature Review of Deep Learning Techniques for Lung Cancer Segmentation

This study provides a clear and actionable framework to bridge the gap between DL‐based segmentation research and clinical deployment, and proposes a roadmap for future research focusing on lightweight architectures, edge–cloud integration, federated learning and explainable AI (XAI).

Muhammad Sufyan, Jun Qian, Jianqiang Li et al. · 0 citations

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