Urology

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

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Association of blood urea nitrogen to high-density lipoprotein ratio with all-cause and cardiovascular mortality in individuals with mildly reduced eGFR.

BACKGROUND: Patients with mild-to-moderate renal impairment face elevated cardiovascular risk, yet early detection tools remain limited. The Cardiovascular-Kidney-Metabolism (CKM) interplay underscores the need for integrated biomarkers. The Blood Urea Nitrogen (BUN) to High-Density Lipoprotein (HDL) cholesterol ratio (BUN/HDL) was therefore evaluated for early risk stratification. METHODS: This c...

Sep 5 2026 42700547

A pilot study of a urinary IL-8 and IL-17-based formula for discriminating Hunner-type from non-Hunner-type interstitial cystitis.

OBJECTIVE: To determine whether urinary or plasma cytokines more effectively differentiate Hunner-type interstitial cystitis (HIC) from non-Hunner-type interstitial cystitis (NHIC), and to develop an interpretable discriminative formula based on the most informative features. METHODS: Paired urine and plasma samples were collected from 47 patients with IC/BPS (15 HIC, 32 NHIC), and urine samples f...

Sep 5 2026 42700556
Metabolic convergence of diabetes and prostate cancer: from dysglycemia to tumor microenvironment reprogramming.

The relationship between diabetes mellitus and prostate cancer (PC) represents one of the most intriguing paradoxes in cancer epidemiology, with diabe...

Sep 5 2026 42701157
Heterogeneous effects of preoperative beta blockers on 30-day mortality after coronary artery bypass surgery.

BACKGROUND: The role of preoperative β-blocker therapy in patients with ventricular dysfunction undergoing coronary artery bypass grafting (CABG) rema...

Sep 4 2026 42696435
Governing artificial intelligence in cancer care: Perspectives and recommendations from patient organizations and the MULTIR consortium.

BACKGROUND: Artificial intelligence (AI) has the potential to improve cancer care. Its implementation must align with patients' needs, values, and liv...

Sep 4 2026 42697525
Interpretable machine learning for individualized survival prediction in node-positive, non-metastatic prostate cancer: a population-based study.

BACKGROUND: Prostate cancer with regional lymph node involvement but no distant metastasis (N1M0) has heterogeneous prognosis. This study aimed to dev...

Sep 3 2026 42690326
Machine Learning-Based Subtype Classification of Sepsis-Associated Acute Kidney Injury and Differential Responses to Renal Replacement Therapy.

BackgroundSepsis-associated acute kidney injury (SA-AKI) is highly heterogeneous with controversial optimal renal replacement therapy (RRT) strategies...

Sep 3 2026 42693505
Antimicrobial dosing in patients with renal dysfunction.

PURPOSE OF REVIEW: Many antimicrobials used in critically ill patients are predominantly eliminated by the kidneys. Optimizing dosing in this populati...

Sep 2 2026 42689391
PCa Detection in PI-RADS 4 and 5 Lesions: Comparison of [68Ga]Ga-PSMA-11 PET/CT-Guided Robot-Assisted Biopsy Versus mpMRI Cognitive-Fusion TRUS-Guided Prostate Biopsy.

Lesions with a Prostate Imaging-Reporting and Data System (PI-RADS) score of 4 or greater on multiparametric MRI (mpMRI) indicate a high likelihood of...

Sep 2 2026 42315309
Patient Perceptions Across a Fixed Sequence of Physician Attire and Surgical-Context Images in Urology: An Image-Based Cross-Sectional Survey.

BACKGROUND: Physician attire is associated with patient trust and confidence, yet it has rarely been examined in urology or in the surgical context in...

Sep 2 2026 42683460
PI-QUAL in Clinical Practice: Rationale and a Step-by-Step Approach to Implementation.

Prostate MRI has become integral to prostate cancer diagnosis and management, extending beyond prebiopsy triage to biopsy guidance, local staging, act...

Sep 2 2026 42684816
Automatic Kidney Image Segmentation During Robot-Assisted Partial Nephrectomy Using a Deep Learning Model Based on a Multiannotator Dataset: Model Development and Validation Study.

BACKGROUND: Augmented reality (AR) has emerged as a promising tool to enhance surgical precision during robot-assisted partial nephrectomy (RAPN), par...

Sep 2 2026 42685340
Performance of ChatGPT, Claude, and AMBOSS on the European Board of Urology In-Service Assessment and Alignment With the European Association of Urology 2025 Guidelines: Comparative Study.

BACKGROUND: Recent advances in AI, particularly large language models, have generated growing interest in their application to medical education and e...

Sep 2 2026 42686188
The Ferroptosis-Immunity Axis in Diabetic Kidney Disease: Emerging Therapeutic Targets.

SIGNIFICANCE: Diabetic kidney disease (DKD) is a leading cause of end-stage renal disease worldwide. Its burden continues to increase despite advances...

Sep 2 2026 42686659
Real-time MRI-ultrasound image translation under limited paired data using a physically motivated conditional GAN.

Objective. Magnetic resonance imaging (MRI) and ultrasound (US) provide complementary anatomical and intraoperative information, yet their large appea...

Sep 2 2026 42567181
From assistant to collaborator: A systematic review of the evolution of artificial intelligence in end-stage renal disease care and management.

We aimed to systematically analyze the historical evolution of artificial intelligence (AI) in end-stage renal disease (ESRD) management and propose a...

Sep 2 2026 42685099
Multiscale Switch for Semi-Supervised and Contrastive Learning in Medical Ultrasound Image Segmentation.

Medical ultrasound (US) image segmentation faces significant challenges due to limited labeled data and characteristic imaging artifacts, including sp...

Sep 1 2026 41805533
New Evidence in Heart Failure: 2026 Update.

Heart failure (HF) remains a major cause of morbidity, mortality, impaired quality of life and healthcare expenditure worldwide. The global burden of ...

Sep 1 2026 42679357
Machine learning models for early detection of urinary tract infections in kidney transplant patients.

BACKGROUND: Renal transplantation is the preferred treatment for end-stage chronic kidney disease but requires lifelong immunosuppression, increasing ...

Sep 1 2026 42680911
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