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Review Open access Oct 2026

Music-STAR trial: study protocol for a randomised controlled trial to assess the impact of live and recorded music-based interventions on preoperative stress, mood, pain and biomarkers in neurosurgical patients

Abstract Introduction Neurosurgical patients commonly experience significant preoperative anxiety, which can negatively impact surgical outcomes and recovery trajectories. Music, as a powerful neurophysiological modulator of the human stress response, offers a non-pharmacological, non-invasive and cost-effective approa...

Amara Anyanwu, D. Suki, Annelise N. Huynh et al. · 0 citations
Sep 2026

Explainable Machine Learning Model for Post-SRS Overall Survival Estimation in Renal Cell Carcinoma Brain Metastases Patients

Brain metastases (BM) from renal cell carcinoma (RCC) significantly affect survival, and disease-specific prognostic tools for patients undergoing stereotactic radiosurgery (SRS) remain limited. We aimed to identify prognostic factors and develop an interpretable machine learning (ML) model for individualized ris...

S. Ozgul, Melis Parabas, Peng Li et al. · 0 citations

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