Conventional machine learning-based prediction models did not outperform the International IgA Nephropathy Prediction Tool

Immunoglobulin A nephropathy (IgAN) is a major cause of end-stage kidney disease (ESKD). The International IgA Nephropathy Prediction Tool (IIgAN-PT) predicts IgAN prognosis, but improvement in the prediction performance using machine learning (ML)-based methods is needed. We analyzed 4,425 biopsy-c...

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Veröffentlicht in:	Kidney Research and Clinical Practice 2024-09
Hauptverfasser:	Park, Sehoon, Kim, Yisak, Baek, Chung Hee, Cho, Hyunjeong, Park, Ji In, Koh, Eun Sil, Lee, Jung Pyo, Park, Sun-Hee, Kim, Hyung Woo, Han, Seung Hyeok, Chin, Ho Jun, Kim, Dong Ki, Moon, Kyung Chul, Kim, Young-Gon, Lee, Hajeong
Format:	Artikel
Sprache:	eng
Online-Zugang:	Volltext
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