Nephrology

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

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Automatic classification of kidney stone components based on smartphone microscopy and the GoogLeNet model.

BACKGROUND: To develop an automated classification system for urinary stone composition by integrati...

Feb 2026 41673817
Diagnosis of Cardiac Amyloidosis on Echocardiography Using Artificial Intelligence.

BACKGROUND: Diagnosing cardiac amyloidosis (CA) on echocardiography can be challenging due to the im...

Feb 2026 41674454
Clinical Applications of Data Science and Machine Learning in the Pediatric Cardiac Intensive Care Unit.

To synthesize and critically appraise applications of machine learning (ML) in pediatric cardiac int...

(3)
Feb 2026 41677864
Ancestry-Associated Performance Variability of Open-Source AI Models for EGFR Prediction in Lung Cancer.

IMPORTANCE: Artificial intelligence (AI) models are emerging as rapid, low-cost tools for predicting...

(1)
Feb 2026 41678173
Leveraging natural language processing and machine learning to identify chronic conditions from primary care electronic medical records.

Primary care electronic medical records (EMRs) contain rich data that can support proactive identifi...

Feb 2026 41673187
Predicting risk of ascending thoracic aortic aneurysm in asymptomatic adults using machine learning.

Most patients with ascending thoracic aortic aneurysms (ATAA) remain asymptomatic until they develop...

Feb 2026 41678514
DNA Methylation Markers for Pregnancy Hypertension via Machine Learning Methods.

BACKGROUND: This study aims to develop a prediction model to identify individuals at risk of hyperte...

Feb 2026 41669844
Confined Space in Hollow Micro/Nano Structures: Boosting Supercapacitor Performance to New Heights.

High-performance electrode materials are key to advancing supercapacitor technology. Hollow micro- a...

Feb 2026 41670213
A two-stage deep learning framework for kidney disease detection using modified specular-free imaging and EfficientNetB2.

Kidney diseases represent a substantial public health concern, with their incidence increasing marke...

Feb 2026 41673036
Integrative transcriptomic and machine learning analysis identifies PYCARD and IFI30 as immune-lysosomal biomarkers of ANCA-associated glomerulonephritis.

OBJECTIVES: ANCA-associated glomerulonephritis (ANCA-GN) is an immune-mediated kidney disease leadin...

Feb 2026 41668326
Causal modeling of chronic kidney disease in a participatory framework for informing the inclusion of social drivers in health algorithms.

OBJECTIVES: Incomplete or incorrect causal theories are a key source of bias in machine learning (ML...

Feb 2026 41666048
Predicting renal-cell carcinoma recurrence after partial nephrectomy: a CT-radiomics approach.

BACKGROUND: About 30-40% of patients with renal-cell carcinoma experience recurrence within 5 years ...

Feb 2026 41667901
Health-oriented sleep states: making sleep states reflect health conditions.

STUDY OBJECTIVES: The rich information in sleep offers insights into brain function and overall heal...

Feb 2026 40795277
RAMA: implementing Machine Learning to develop mortality risk prediction models for NICU patients with Acute Kidney Injury.

BACKGROUND: Acute Kidney Injury (AKI) is common in neonates admitted to the Neonatal Intensive Care ...

Feb 2026 41663237
Machine-learning-derived phenotypes of hypertensive patients using multidimensional clinical and echocardiographic data including strain imaging.

AIMS: We applied unsupervised machine learning clustering to a large cohort of hypertensive patients...

Feb 2026 41768037
A machine learning model for accurate prediction of CMV end-organ disease.

BACKGROUND: Cytomegalovirus (CMV) End-Organ Disease (EOD) remains a significant complication in immu...

Feb 2026 41664175
Renal graft imaging: An update and overview.

Imaging of renal graft function and pathology, including delayed graft function (DGF), often require...

Feb 2026 41667323
Updates on Kidney Transplantation From the World Transplant Congress 2025.

The World Transplant Congress 2025 showcased pivotal advances shaping the future of transplantation....

Feb 2026 41656548
Deep Learning Identification of Clear Cell Renal Cell Carcinoma on MR Imaging.

OBJECTIVE: To investigate the performance of various convolutional neural networks (CNNs) in identif...

Feb 2026 41656681
Exfoliated kidney cells from urine for non-invasive kidney transplant monitoring: A potential opportunity?

Kidney transplantation is usually the optimal treatment option for patients living with kidney failu...

Feb 2026 41661383
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