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The Effect of Predicted Compliance With a Web-Based Intervention for Anxiety and Depression Among Latin American University Students: Randomized Controlled Trial
Published 2025-02-01“…Subgroup analysis showed that this longer-term superiority of self-guided wb-CBT was confined to the 40% (528/1319) of participants with high predicted self-guided wb-CBT compliance beyond 3 months based on a counterfactual nested cross-validated machine learning model. …”
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Integrated peripheral blood multi-omics profiling identifies immune signatures predictive of neoadjuvant PD-1 blockade efficacy in head and neck squamous cell carcinoma
Published 2025-06-01“…Liquid biopsy, the analysis of tumor-derived biomarkers in readily accessible bodily fluids (primarily blood), offers significant advantages over traditional tissue biopsies for predicting cancer treatment outcomes. The aim of this study is to develop a predictive model for neoadjuvant PD-1 therapy response in HNSCC patients using exclusively liquid biopsy approaches-namely, peripheral blood immune profiling (CyTOF) and plasma cytokine panels (Olink). …”
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