Tong Liu

AUG 17, 2026 · PREPRINT

Multi-Feature Riemannian Hypergraph for Online Test-Time Adaptation of Motor Imagery Brain-Computer Interface

arXiv

A methodological development study on algorithm design for MI-BCI without peer review, clinical validation, or comparison of clinical outcomes; the work is computational and demonstrates technical feasibility on private and public datasets but lacks the design rigor and external validation needed for stronger evidence.

AUG 10, 2026 · JOURNAL ARTICLE

Cost-effectiveness analysis of triplet therapy of encorafenib, binimetinib, and cetuximab for treatment of metastatic BRAF V600E-mutated colorectal cancer in China

Frontiers in Pharmacology

A cost-effectiveness model using a partitioned survival framework in a single health-system context; lacks clinical trial data underpinning the model and does not report the source evidence for efficacy or survival inputs.