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64 (95% CI 1.14-18.09) and 5.86 (95% CI 1.64-13.65), respectively]. Conclusion Our data indicate a joint evaluation of CSR and MIS score to identify patients at high risk of death is more comprehensive and convincing. Considering the extremely high prevalence of cardiac autonomic neuropathy and malnutrition-inflammation cachexia in HD population, a non-invasive monitoring system composed of CSR analyzer and MIS score calculator should be developed in the artificial intelligence-based prediction of clinical events. Copyright © 2020 Chang
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