Author

Yan-Hong Zhang

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Open access Sep 2026

Explainable machine-learning model for postoperative lower-extremity deep vein thrombosis after gynecologic cancer surgery

Postoperative lower-extremity deep vein thrombosis (DVT) is a common and potentially fatal complication after radical surgery for gynecologic malignancies, yet population-specific risk tools remain limited. We retrospectively analyzed 500 consecutive patients who underwent radical surgery for cervical, endom...

Yan-Hong Zhang, Cong-Cong Shi, De-Yan Yang et al. · Frontiers in Oncology · 0 citations

Review Open access Sep 2026

Developing a competency framework for operating room nurse specialist training instructors: a Delphi study

Objective To develop a competency evaluation framework for OR nurse specialist training instructors. Methods Guided by the Iceberg Model and the Onion Model of competency, a preliminary indicator framework was developed through a literature review, behavioral event interviews, and expert group discussions. A two-round...

Ji-Ye Sang, Guo-Jun Zhao, Ming-Ming Zhao et al. · Frontiers in Surgery · 0 citations