Shuang Qin

AUG 24, 2026 · JOURNAL ARTICLE

Integrated multi-omics analysis and functional experiments reveals PPAP2C as a potential prognostic biomarker and therapeutic target in breast cancer

Frontiers in Pharmacology

Integrative multi-omics study with confirmatory survival analyses across multiple cohorts and mechanistic validation in TNBC cells and xenografts, but lacks clinical trial evidence and therapeutic efficacy data in vivo.

AUG 10, 2026 · PREPRINT

Rethinking Factor Sharing in Federated LoRA: A Rank-Aware Adaptive Approach

arXiv

This is a machine learning methods paper describing a novel algorithm for federated learning with no peer review, clinical validation, or empirical comparison to established baselines reported in the abstract.