Nephrology

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

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Showing 43-63 of 4,758 articles
Machine learning-based prediction of overall survival in non-metastatic renal cell carcinoma after radical nephrectomy.

Prognostic heterogeneity remains a challenge for non-metastatic renal cell carcinoma (RCC) patients ...

Jul 2026 42443481
A Multimodal, Multitask Prediction Framework for Diagnosis and Prognosis of Clear Cell Renal Cell Carcinoma.

The purpose of this study is to develop and validate a multimodal, multitask prediction framework fo...

Jul 2026 42443645
Personalized survival prediction in elderly dialysis patients: integrating machine learning with traditional survival analysis.

BACKGROUND: Elderly patients undergoing kidney replacement therapy (KRT) face high mortality rates. ...

Jul 2026 42443793
Disparities in severe infection risk associated with systemic lupus erythematosus: evidence from a causal forest analysis.

OBJECTIVES: Severe infections are a primary cause of morbidity and premature mortality in patients w...

Jul 2026 42434966
A PCA-enhanced XGBoost framework for combined SOC and SOH estimation in lithium-ion batteries.

Accurate estimation of State of Charge (SOC) and State of Health (SOH) is critical for safe and reli...

Jul 2026 42436155
Machine learning-based evaluation of lipid biomarkers for cardiovascular risk prediction in chronic kidney disease: A cross-sectional study.

Chronic kidney disease (CKD) is an important public health issue globally, greatly increasing the pr...

Jul 2026 42432943
Screening of diagnostic biomarkers for taurine metabolism-related genes in lupus nephritis and analysis of immune infiltration.

BACKGROUND: Lupus nephritis (LN) represents a serious renal manifestation of systemic lupus erythema...

Jul 2026 42430094
Artificial Intelligence in Peritoneal Dialysis: Applications, Algorithms, and Future Directions.

BACKGROUND: Peritoneal dialysis (PD) naturally lends itself to artificial intelligence (AI) integrat...

Jul 2026 42430264
AI-guided identification of natural CTSL inhibitors with therapeutic potential for renal injury.

Cathepsin L (CTSL) is a prominent therapeutic target for kidney injury, yet clinically available CTS...

Jul 2026 42430439
Gut microbiota biomarkers of chronic kidney disease progression identified by 16S rDNA sequencing and machine learning.

Chronic kidney disease (CKD) is a global health concern characterized by high prevalence and mortali...

Jul 2026 42425595
Unveiling Large-Scale Kinase-Centric Protein-Protein Interactions through a Knowledge-Informed Workflow.

Protein phosphorylation regulates signaling, yet atomic-level substrate specificity remains elusive ...

Jul 2026 42427025
Discovering Early-Stage Gas Generation Kinetics Enables Thermal Runaway Early Warning in Lithium-Ion Batteries.

Early warning of thermal runaway (TR) in lithium-ion batteries remains constrained, as conventional ...

Jul 2026 42423549
A Quantitative Electrostatic Potential Descriptor Enables Deep Learning-Accelerated Discovery of High-Performance Lithium-Ion Battery Electrolytes.

Rational electrolyte design for high-energy-density lithium-ion batteries (LIBs) urgently demands pr...

Jul 2026 42424155
MERWACS: Development and external validation of a non-invasive machine learning tool for identifying subjects to be screened for CKD.

Early detection of chronic kidney disease (CKD) is a critical public health priority. However, a gap...

Jul 2026 42424235
Using artificial intelligence to identify characteristics associated with clinical and economic outcomes in MASH (FOCUS-MASH).

BACKGROUND: Heterogeneity in the disease characteristics of metabolic dysfunction-associated steatoh...

Jul 2026 42433282
Machine learning for predicting emergency department visits in patients with type 2 diabetes: A real-world, multi-institutional study.

BACKGROUND: Patients with type 2 diabetes mellitus (T2DM) prone to acute diabetic complications are ...

Jul 2026 42424276
Systematic review of risk prediction models for autogenous arteriovenous fistula dysfunction in maintenance hemodialysis patients.

OBJECTIVE: To systematically evaluate existing risk prediction models for autogenous arteriovenous f...

Jul 2026 42415707
Predicting 3-year mortality after myocardial infarction in a structured care program: A comparative analysis of Cox regression and machine learning models.

BACKGROUND: Accurate risk stratification after myocardial infarction (MI) remains essential for opti...

Jul 2026 42417376
Transformer-Based Deep Learning Model for Predicting Hemoglobin Response to Mircera® in Hemodialysis Patients.

BACKGROUND: Anemia management in hemodialysis (HD) depends on individualized erythropoiesis-stimulat...

Jul 2026 42418351
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