Author

Da-Zhi Yang

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Open access Sep 2026

Machine learning-based risk prediction model for postoperative abdominal distension after spinal surgery under general anesthesia

The models showed moderate internal discrimination but materially different sensitivity–specificity trade-offs and TreeSHAP consistently identified PCA and drainage tube placement as leading random-forest predictors, while TreeSHAP additionally showed the direction and patient-specific magnitude of each contribution.

Chan-Li Wu, Li-Juan Xie, Shi-Hao Zhou et al. · Frontiers in Medicine · 0 citations

Open access Aug 2026

Naringin-based hydrogel decorated 3D printed scaffold modulates immunity and angiogenesis for diabetic bone regeneration.

A novel 3D-printed PHSN composite scaffold is designed to regulate the immune microenvironment, establishing a strategy of synergistically modulating immunity, vascularization and bone formation, offering a promising and translatable solution for diabetic bone regeneration.

Ze-Cai Chen, P. Luo, Lei Qin et al. · Regenerative Biomaterials · 0 citations