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Predicting Transvaginal Surgical Mesh Exposure Outcomes Using an Integrated Dataset of Blood Cytokine Levels and Medical Record Data: Machine Learning Approach

Predicting Transvaginal Surgical Mesh Exposure Outcomes Using an Integrated Dataset of Blood Cytokine Levels and Medical Record Data: Machine Learning Approach

Surgical treatment via transvaginal mesh implantation uses polypropylene mesh due to its low cost, nontoxicity, and mechanical resilience. Its superior tensile strength and elasticity compared to native pelvic tissue enabled it to withstand the pressure changes within the pelvic cavity [2].

Mihyun Lim Waugh, Tyler Mills, Nicholas Boltin, Lauren Wolf, Patti Parker, Ronnie Horner, Thomas L Wheeler II, Richard L Goodwin, Melissa A Moss

JMIR Form Res 2025;9:e59631