Urology

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

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Clinically aligned whole-body MRI segmentation of skeletal metastases via Supervised Anatomical Pretraining.

In oncology practice, response assessment of metastatic disease requires reliable and reproducible q...

Jan 2026 41684671
Drug repurposing to combat multidrug-resistant hookworm.

Anthelmintic resistance (AR) poses an escalating threat to global soil-transmitted helminth control ...

Jan 2026 41601273
Real-time high-throughput characterisation of the surface elasticity of suspended cells.

The intrinsic elasticity of the cell membrane-cortex complex, i.e., the cell surface, is a promising...

Jan 2026 41603050
CLinNET: An Interpretable and Uncertainty-Aware Deep Learning Framework for Multi-Modal Clinical Genomics.

Identifying molecular drivers and diagnostic genes for neurocognitive disorders (NDs) remains a majo...

Jan 2026 41604548
Emerging Role of Portable Accelerometers for Assessment of Gait Instability in Idiopathic Normal Pressure Hydrocephalus: A Systematic Review.

BackgroundIdiopathic normal pressure hydrocephalus (iNPH) is a reversible cause of gait disturbance,...

Jan 2026 41604771
Multimodal Large Language Models for Cystoscopic Image Interpretation and Bladder Lesion Classification: Comparative Study.

BACKGROUND: Cystoscopy remains the gold standard for diagnosing bladder lesions; however, its diagno...

Jan 2026 41605505
Early prediction of pressure injury risk in hospitalized patients using supervised machine learning models based on nursing records.

This study aimed to employ supervised models for predicting pressure injuries in hospitalized patien...

Jan 2026 41606067
A comprehensive multi-task deep learning model for kidney cancer: histological subtyping, clinical staging, and anatomical complexity grading.

OBJECTIVES: To develop and validate a multi-task deep learning (MTDL) model using multiphase contras...

Jan 2026 41606245
Semi-supervised learning in prostate MRI tumor detection approaches fully supervised performance on external validation.

OBJECTIVE: To evaluate the diagnostic performance of semi-supervised learning models for aggressive ...

Jan 2026 41606246
Effect of frailty status and histopathological features on upstaging of non-muscle-invasive bladder cancer: a critical analysis based on machine learning.

AIM: This study aimed to develop a machine learning (ML)-assisted model to predict the risk of upsta...

Jan 2026 41586967
Novel proteomic subtypes of frailty with distinct molecular patterns and prognosis.

OBJECTIVES: The frailty phenotype has limitations in capturing the biological heterogeneity of the c...

Jan 2026 41604822
Predicting kidney graft survival with a machine learning model based on for-cause biopsy transcriptomics.

Kidney transplantation significantly improves outcomes in end-stage renal disease, however, long-ter...

Jan 2026 41580479
Prediction of renal cell carcinoma: Development and validation of machine learning model.

Renal cell carcinoma (RCC) is the leading cause of urinary system morbidity and mortality. Early ide...

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Jan 2026 41578457
An exploratory study on the relationship between renal cell carcinoma and CAFs infiltration by integrating Pathomics and collagen features.

OBJECTIVE: Cancer-associated fibroblasts (CAFs) are a critical component of the tumor microenvironme...

Jan 2026 41579564
Accuracy, readability, and understandability of EAU guidelines bot for testicular cancer.

PURPOSE: Recently, the EAU guidelines presented the EAU guidelines bot to assist urologists in the r...

Jan 2026 41572051
Chronic kidney disease detection using XceptionNet with Harmonic Addax Optimization.

Chronic Kidney Disease (CKD) refers to a persistent and progressive impairment of kidney function oc...

Jan 2026 41616602
Endocrine and metabolic determinants of cardiometabolic risk in mild autonomous cortisol secretion.

BACKGROUND: Benign adrenal tumours, found in 1-7% of adults, can be non-functioning (NFAT) or show m...

Jan 2026 41576621
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