Urology

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

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From algorithms to action: Risk stratification for arteriovenous fistula failure in hemodialysis.

BACKGROUND: Arteriovenous fistula (AVF) is the preferred vascular access for hemodialysis, yet primary failure and early dysfunction remain common, thereby prolonging catheter dependence and increasing costs. Traditional prediction models show limited discrimination, and few studies have combined machine-learning (ML) methods with formal assessment of clinical utility. This study aimed to identify...

Mar 21 2026 41863397

Prostatic artery embolization for benign prostatic hyperplasia: State of the art.

Over the past 25 years, prostatic artery embolization has emerged as a minimally invasive, organ-sparing alternative for managing benign prostatic hyperplasia. Though once considered experimental, it is now endorsed by major international radiological and urological societies as a valid therapeutic option for select patients. Its clinical efficacy has been proven, demonstrating durable improvement...

Mar 21 2026 41866253
Regulation of calcium homeostasis by S100A12 drives NETosis in chronic kidney disease.

Chronic kidney disease (CKD) is characterized by persistent renal injury and inflammation. Although S100A12 is associated with inflammatory states, it...

Mar 21 2026 41862672
Rapid quantitative urinary chloride sensing with conductivity correction for cardiac patient management.

We present a rapid, accurate and miniaturized electrochemical platform for urinary chloride measurement using chronopotentiometry coupled with conduct...

Mar 20 2026 41886973
FedGA: Genetic Algorithm-Guided Federated Learning for Medical Image Segmentation with Non-IID Features.

Federated learning (FL) enhances data privacy and compliance with data regulations by enabling multiple decentralized parties to collaboratively train...

Mar 20 2026 41860918
Artificial intelligence models for osteoporosis risk prediction in postmenopausal women with CKD: A cross-sectional analysis of NHANES 2005 to 2018.

Artificial intelligence (AI) can transform osteoporosis (OP) screening, but its application in high-risk, complex populations like postmenopausal wome...

Mar 20 2026 41861191
Machine learning approaches to predict 24-hour urine collection results based on self-reported beverage intake.

OBJECTIVE: Repeated 24-hour urine collections are used to evaluate risk factors for recurrence of kidney stones but are costly and burdensome. This st...

Mar 19 2026 41864591
Integrated machine learning and multi-omics analysis identifies ALOX5 as a potential therapeutic target for tubulointerstitial inflammation in diabetic kidney disease.

Diabetic kidney disease (DKD) is a leading cause of renal failure. Inflammation of the renal tubules and interstitium is a critical factor in the prog...

Mar 19 2026 41857149
Prediction of molecular subtypes from histology: AI-driven analysis of prostate cancer morphological patterns and therapeutic implications.

Molecular subtypes in prostate cancer significantly influence disease characteristics and treatment outcomes, yet obtaining this information requires ...

Mar 19 2026 41857178
Inflammatory protein profiling in immune cells identifies molecular signatures for enhanced diagnostic precision in psoriatic arthritis.

Psoriatic arthritis (PsA) lacks reliable biomarkers to support early diagnosis and disease stratification. This study aimed to identify protein signat...

Mar 19 2026 41851388
177Lu-PSMA dosimetry made easy: from theory to practical implementation.

177Lu-PSMA-targeted radioligand therapy (TRT) represents a major advance in managing metastatic castration-resistant prostate cancer (mCRPC), exploiti...

Mar 19 2026 41854638
ProCausal-WS: Weakly Supervised Causal Representation Learning Driven Interpretable Prostate Cancer Diagnosis.

Current computational approaches to prostate cancer diagnosis rely on either linear causal models that cannot handle the nonlinear dependencies among ...

Mar 19 2026 41855066
BWS-Net: An Optimal Deep Learning Architecture for the Anterior Bladder Wall Segmentation using Ultrasound Imaging.

Urodynamic tests are used to assess bladder function by measuring detrusor pressure, which requires invasive catheterization. Ultrasound bladder vibro...

Mar 19 2026 41855067
The relationship between sarcopenia and all-cause and cardiovascular mortality risk among middle-aged and older adults across stages 0-3 of cardiovascular-kidney-metabolic syndrome: evidence from NHANES and CHARLS.

BACKGROUND: Sarcopenia has been proved to be associated with cardiovascular diseases, chronic kidney disease, and metabolic disorders, but the relatio...

Mar 19 2026 41855358
Detecting Distant Metastases in Prostate Cancer Using Whole-body MR Imaging Together with DWIBS (Diffusion-weighted Imaging with Background Body Signal Suppression).

Whole-body MRI (WB-MRI) has evolved over the past 2 decades as a noninvasive imaging technique for detecting distant metastases in prostate cancer. Si...

Mar 19 2026 41850822
Machine learning prediction of positive urine cultures in an academic pediatric emergency department (ED).

BACKGROUND: Urinary tract infections (UTIs) are among the most common pediatric infections, but urine culture, the diagnostic gold standard, requires ...

Mar 18 2026 41903287
High Risk Prostate Cancer: What is it?

High-risk prostate cancer (HRPC) accounts for just 10% to 20% of new diagnoses yet accounts for two-thirds of prostate cancer mortality at 10 years. T...

Mar 18 2026 41986014
Accurate Hydration Free Energy Calculations for Diverse Organic Molecules With a Machine Learning Force Field.

Free energy perturbation (FEP) calculations using classical force fields remain the dominant approach for large-scale, computational drug discovery ef...

Mar 18 2026 41851056
Thymic health and immunotherapy outcomes in patients with cancer.

Although immunotherapy has revolutionized cancer treatment, many patients still experience limited benefit, highlighting the urgent need for improved ...

Mar 18 2026 41851467
Deep Learning Echocardiographic Trajectories of Heart Failure With Preserved Ejection Fraction: A Retrospective Cohort Study.

BACKGROUND: Heart failure with preserved ejection fraction (HFpEF) is a dynamic chronic disease. Specific disease trajectories remain unclear. OBJECTI...

Mar 18 2026 41855744
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