Author

Sungmi Kim

2 papers indexed here

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Oct 2026

B-258 Laboratory Data–Driven Explainable Ensemble Machine Learning for Predicting Postoperative Mortality and Acute Kidney Injury in Hip Fracture Patients

Postoperative mortality and acute kidney injury (AKI) remain major complications following hip fracture surgery, particularly in elderly patients. Although numerous clinical risk factors have been identified, the prognostic potential of routinely available laboratory parameters is often underutilized in periopera...

D. Park, Hyung Duk Kim, Sungmi Kim et al. · Clinical Chemistry · 0 citations

Open access Sep 2026

PCSK9 Inhibition Attenuates Renal Oxidative Stress and Lipotoxicity in Diabetic Kidney Disease in Association with AMPK Activation

Renal lipotoxicity and oxidative stress are major contributors to diabetic kidney disease (DKD), but the role of proprotein convertase subtilisin/kexin type 9 (PCSK9) and its relationship with AMP-activated protein kinase (AMPK) signaling remain unclear. We investigated the effects of PCSK9 inhibition on renal lipotoxi...

Keum-Jin Yang, Sun-Ha Lee, Sungmi Kim et al. · Antioxidants · 0 citations