Nephrology

Latest AI and machine learning research in nephrology for healthcare professionals.

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Multiparametric functional MRI for early detection of renal impairment: clinical applications and future directions.

Early identification of renal impairment is critical for improving patient outcomes. Most current bi...

May 2026 42176008
Integrative multi-omics and machine learning reveal glycolysis-related biomarkers driving vascular remodeling in pulmonary arterial hypertension.

Metabolic reprogramming toward aerobic glycolysis, a phenomenon analogous to the Warburg effect, is ...

May 2026 42176135
Machine Learning-Predicted Risk Trajectories for Incident Chronic Kidney Disease and Associations with Post-CKD Outcomes.

Chronic kidney disease (CKD) is a progressive condition where risk accumulates before clinical onset...

May 2026 42176190
Phenotype discovery and mortality prediction in sepsis-induced myocardial dysfunction: a deep learning and stratified modeling approach.

Sepsis-induced myocardial dysfunction (SIMD) is a common and heterogeneous complication in patients ...

May 2026 42177490
A Mechanistic Framework Integrating Renal QSP-PK-PD and Machine Learning for Baseline-Informed Stratification of Diuretic Resistance.

Diuretic resistance represents a major source of heterogeneity in loop diuretic response and remains...

May 2026 42174295
Leveraging Large Language Models to Identify Lung Cancer Patients with Unregistered World Trade Center Disaster Exposure.

OBJECTIVE: Leveraging large language models, we identified an unregistered subpopulation of individu...

(1)
May 2026 42168810
Identification of diagnostic markers for diabetic kidney disease by weighted gene co‑expression network analysis and machine learning.

Diabetic kidney disease (DKD) represents a major complication associated with diabetes mellitus, not...

(1)
May 2026 42169644
Nomogram and machine learning models for predicting the risk of delirium in ICU patients with NSTEMI.

Delirium is a frequent and clinically consequential complication among patients admitted to the inte...

(1)
May 2026 42175512
AI-Empowered and a Bio-/Nanoenzyme-Hybrid Multisensors Array toward Precision Diagnosis of Kidney Diseases.

Chronic kidney disease (CKD) risk assessment is shifting from centralized instrument-heavy testing t...

(2)
May 2026 42171404
Uric Acid to HDL-C Ratio as a Novel Biomarker for Sarcopenia: A National Study with Machine Learning Insights.

BACKGROUND: Sarcopenia is a major age-related health burden. Although the uric acid to high-density ...

May 2026 42172590
Estimated glucose disposal rate and triglyceride-glucose index jointly predict mortality in advanced cardiovascular-kidney-metabolic syndrome.

OBJECTIVE: Advanced cardiovascular-kidney-metabolic (CKM) syndrome carries substantial mortality ris...

May 2026 42173730
Machine learning outperforms serum creatinine for early risk stratification of hepatorenal syndrome: a prospective single-center validation.

BACKGROUND: The early diagnosis of hepatorenal syndrome (HRS) is constrained by the reliance on seru...

May 2026 42174361
Machine learning based hepatic safety score predicts decompensation in hepatocellular carcinoma systemic therapy.

Hepatocellular carcinoma (HCC) frequently coexists with portal hypertension, significantly increasin...

(1)
May 2026 42168526
Integrative transcriptomic analysis identifies immune-associated candidate genes and altered immune cell infiltration in pulmonary arterial hypertension.

BACKGROUND: Pulmonary arterial hypertension (PAH) is a progressive vascular disease characterized by...

May 2026 42172296
Machine Learning Models for Predicting Mortality Risk and Survival Time in Lung Cancer Patients Treated with EGFR-TKIs.

This study develops machine learning models to predict patient mortality and estimate survival time ...

May 2026 42174863
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