Qiang Yang

SEP 9, 2026 · PREPRINT

A Trust-Network-Based Federated Learning Framework for Multi-Center Aging Clock Prediction

arXiv

A methodological preprint demonstrating a federated learning framework for aging prediction in silico across distributed datasets, not yet peer-reviewed, with no clinical validation or comparison to established aging clocks.

SEP 9, 2026 · JOURNAL ARTICLE

A dual-site oral nanovaccine programs anti-colorectal tumor immunity from small intestinal priming to large intestinal boosting

Nature Communications

This is a mechanistic proof-of-concept study in a preclinical model demonstrating a novel nanovaccine strategy; it lacks human data, phase classification, or clinical endpoints needed for stronger evidence grading.