Urology

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

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Interpretable machine learning model for predicting hemorrhage following ultrasound-guided percutaneous renal biopsy: a multicenter study.

OBJECTIVE: This study aims to develop and validate an interpretable machine learning (ML) model for ...

May 2026 42207295
Wide-range and multi-target trace-level quantification of renal biomarkers in serum via a chromatography-SERS-AI platform.

BACKGROUND: Trace blood analysis (TBA) holds irreplaceable value in chronic disease management, elde...

(1)
May 2026 42401461
Machine learning-based prognostic model integrating preoperative HALP score and lactate dehydrogenase for predicting postoperative recurrence of prostate cancer.

OBJECTIVE: Postoperative biochemical recurrence (BCR) of prostate cancer (PCa) remains a major clini...

(1)
May 2026 42204546
Machine-learning algorithms identifies sTREM1 has a key biomarker for outcome prediction in critically ill.

INTRODUCTION: Prognostic assessment in critically ill patients traditionally relies on severity scor...

May 2026 42204737
Assessing multiple chatGPT versions on novel content in the Taiwan urology board examination: accuracy, speed, and domain-specific performance.

PURPOSE: Large language models demonstrate increasing utility in healthcare; however, their capacity...

(1)
May 2026 42201363
Multimodal Prediction of Renal Tumor Malignancy From Radiology Reports and Structured Electronic Health Records: Retrospective Cohort Study.

BACKGROUND: Accurate preoperative prediction of renal tumor malignancy is critical for guiding decis...

May 2026 42202288
Usability and Usefulness of Machine Learning-Based Clinical Decision Support Software in Primary Care: Survey of Users in a Prospective Observational Study.

BACKGROUND: The successful implementation of decision support systems promises to enhance high-quali...

May 2026 42202295
Machine learning-based prediction of a high-risk kidney function trajectory class after acute kidney injury.

OBJECTIVES: Monitoring kidney function after acute kidney injury (AKI) hospitalisation is essential ...

May 2026 42203305
[MRI-based deep learning model for preoperative prediction of urothelial carcinoma with variant histology of bladder: a retrospective, multicenter study].

Objectives: To develop a deep learning model based on magnetic resonance imaging (MRI) for the preop...

May 2026 42203654
Evaluating Iterative Deep Learning as a Labeling-Efficient Strategy for Tubular Segmentation in Digital Nephropathology.

Chronic kidney disease (CKD) is a prevalent condition worldwide and a significant global health burd...

May 2026 42204025
Artificial Intelligence in Kidney Transplant Pathology: Current Evidence, Limitations, and Relevance to the Banff Framework.

The Banff Classification, established in 1991, provides a global standard for diagnosing and grading...

May 2026 42437163
Epigenetic-Metabolic interplay in chronic kidney disease mortality: insights from grimage acceleration and transcriptomic profiling.

BACKGROUND: Chronic kidney disease (CKD) is associated with a substantially elevated risk of mortali...

(1)
May 2026 42186049
Integrative advances in biomarker-driven prostate cancer management from genomic discovery to precision oncology.

Prostate cancer (PCa) is the second most common malignancy in men worldwide, with rising mortality l...

May 2026 42189429
Elucidating the pathogenic mechanism underlying plasticizer-induced chronic kidney disease via integrated network toxicology and machine learning.

Plasticizers are ubiquitous plastic additives that have been linked to multiple adverse health outco...

May 2026 42190390
Aleatoric uncertainty in accelerated prostate MRI reconstruction: echo-train dropout versus Gaussian noise Monte Carlo sampling.

PURPOSE: Although undersampling combined with deep learning (DL)-based reconstruction shortens MRI a...

May 2026 42192056
Overdiagnosis in renal cancer: the hidden consequence of modern imaging.

The global burden of renal cell carcinoma (RCC) has risen substantially over the past three decades,...

(1)
May 2026 42185723
Development and validation of an early prediction model for bee-sting-induced acute kidney injury using machine learning.

Acute kidney injury (AKI) is a severe and frequent complication following bee stings, with a reporte...

May 2026 42185747
DS-MTNet: A dual-stream multi-task network for histopathology localization and histologic risk stratification from small biopsy specimens of bladder cancer.

Accurate histologic risk stratification of bladder cancer (BC) from whole-slide images (WSIs) remain...

(1)
May 2026 42224789
Employing network toxicology, molecular docking, machine learning, and single-cell analysis to analyze BPA exposure-induced ccRCC.

This study investigates the molecular mechanisms underlying bisphenol A (BPA)-induced clear cell ren...

May 2026 42214919
AI-Informed Architectural Insights of Three-Dimensional Glandular Networks Identify Prostate Cancer Patients at a Higher Risk of Biochemical Recurrence.

Pathologists diagnose and grade prostate cancer using thin two-dimensional (2D) histological section...

May 2026 42190816
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