An interpretable nomogram for predicting sleep disturbance risk in maintenance hemodialysis patients

This study presents a validated, interpretable nomogram that is associated with the individual risk of sleep disturbance in MHD patients using five readily available clinical parameters. The tool demonstrates good performance and clinical utility, potentially facilitating early identification and personalized management of high-risk individuals.

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Publication Details

Journal
International Urology and Nephrology
Published
2026-03-11
DOI
https://doi.org/10.1007/s11255-026-05091-7
Primary Topic
Restless Legs Syndrome Research
Type
article
Field-Weighted Citation Impact
0.00
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article

An interpretable nomogram for predicting sleep disturbance risk in maintenance hemodialysis patients

Rong Ni, Peng Qian, Haixia Zhang, Linsen Jiang et al.
International Urology and Nephrology
Restless Legs Syndrome Research
article

An interpretable nomogram for predicting sleep disturbance risk in maintenance hemodialysis patients

Rong Ni, Peng Qian, Haixia Zhang, Linsen Jiang, Zhi Wang, Weiwei Li
article en

Abstract

This study presents a validated, interpretable nomogram that is associated with the individual risk of sleep disturbance in MHD patients using five readily available clinical parameters. The tool demonstrates good performance and clinical utility, potentially facilitating early identification and personalized management of high-risk individuals.

International Urology and Nephrology
Soochow University (CN), Second Affiliated Hospital of Soochow University (CN)
Peace, Justice and strong institutions, Reduced inequalities
Openalex Percentile: Top 28%
Restless Legs Syndrome Research
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