Dali University

Exploration and practice of a DeepSeek‑enhanced, scenario‑based teaching model integrated with a multidisciplinary team approach in gastroenterology residency training

The first year of standardised residency training is a critical transition from medical student to clinical practitioner, during which trainees struggle to integrate theoretical knowledge with clinical competencies. Traditional teaching often lacks active learning and authentic c...

Machine learning–guided identification of determinants of PD-L1 expression and tumor mutational burden in lung squamous cell carcinoma

Programmed death-ligand 1 (PD-L1) expression and tumor mutational burden (TMB) are widely used immunotherapy biomarkers, yet their variability and determinants in lung squamous cell carcinoma (LUSC) remain incompletely characterized in real-world testing settings. We analyzed a r...