Urology

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

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Interpretable machine learning model of contrast-enhanced CT radiomics for predicting post-BCG recurrence in high-grade non-muscle-invasive bladder cancer.

BACKGROUND AND PURPOSE: While intravesical Bacillus Calmette-Guérin Vaccine (BCG) instillation remains standard adjuvant therapy for high-grade non-muscle-invasive bladder cancer (NMIBC) post-resection, marked interpatient response heterogeneity complicates recurrence prediction. This study develops a contrast-enhanced computed tomography (CT) radiomics-based machine learning model to quantify tum...

Jul 6 2026 42406147

Ars Longa, Data Brevis: the science of disease and the art of care.

The integration of Artificial Intelligence (AI) into modern medicine has revolutionised diagnostic accuracy, yet it generates a critical ethical dilemma: as healthcare becomes more data-driven, it risks eroding the high-touch essence of care. As algorithms increasingly shape clinical decision-making, patients risk being reduced to data points rather than persons with unique life stories. This pape...

Jul 6 2026 42406323
Operationalizing AI-Assisted Polypharmacy Review in Post-Acute and Long-Term Care: A 4Ms-Based, NP-Led Workflow.

Polypharmacy in post-acute and long-term care (PA/LTC) is common and is associated with falls, delirium, hospitalization, functional decline, and mort...

Jul 6 2026 42407225
Forecasting the Dialysis Burden in Japan: Validation-Based Projections of Prevalence and Incidence Through 2050.

BACKGROUND: Japan has one of the highest dialysis prevalence rates worldwide and a shrinking, aging population. Whether dialysis burden has entered a ...

Jul 6 2026 42409616
Computer modeling to improve measurement of stroke volume with echocardiography.

BACKGROUND: The stroke volume (SV) can be measured by a human expert (HE) using the left ventricular outflow tract diameter (LVOTd) and its velocity t...

Jul 6 2026 42402581
Hierarchical Flower-Like UiO-66@TiO2 Heterostructure for On-Plate Exosome Enrichment and In Situ Metabolic Fingerprinting Toward Prostate Cancer Diagnosis.

The efficient capture and sensitive detection of exosomes from complex biological samples remain critical challenges for liquid biopsy-based cancer di...

Jul 5 2026 42402819
Anatomical Fidelity in Text-to-Image Generative AI: A Comparative Qualitative and Quantitative Evaluation.

Traditional anatomical resources like cadaveric dissection and professional atlases are the gold standard, but face constraints in cost and accessibil...

Jul 4 2026 42400299
Artificial intelligence-enabled MRI surveillance of prostate cancer: integrating PRECISE v2, PI-QUAL, and longitudinal biomarkers-a narrative review.

Active surveillance (AS) is widely used for men with low-risk and selected favorable intermediate-risk prostate cancer, but pathways remain heterogene...

Jul 4 2026 42400610
Identification of exosome-related genes signature based on bioinformatics and machine learning for prognostic prediction in colorectal cancer.

BACKGROUND: Colorectal cancer (CRC) is a prevalent malignant tumor with increasing incidence and mortality rates worldwide. Exosomes are secretory ves...

Jul 4 2026 42400715
Machine learning-based prediction of E. coli infection in hospitalized patients using a no-code analytical framework.

Hospital-acquired infections (HAIs) remain a major global concern, contributing significantly to increased morbidity, mortality, and healthcare costs....

Jul 4 2026 42401654
AI-powered risk factor analysis and development of a predictive model for lymphovascular invasion in bladder urothelial carcinoma.

Although lymphovascular invasion is a major predictor of bladder urothelial carcinoma, postoperative pathological biopsy-an intrusive procedure-remain...

Jul 4 2026 42401718
Evolving role of biomarkers beyond prostate‑specific antigen in refining prostate cancer screening: From blood‑based tests to urinary and genetic markers (Review).

Prostate‑specific antigen (PSA) screening reduces prostate cancer (PCa) mortality but is limited by overdiagnosis and poor specificity for clinically ...

Jul 3 2026 42396659
Enhancing decision-making in surgery for a large temporocorneal meningioma through an explainable human-AI collaboration: a case report.

BACKGROUND: Meningiomas, particularly large temporocorneal meningiomas, pose significant surgical challenges due to their proximity to critical brain ...

Jul 3 2026 42400077
Multiparametric MRI-derived radiomic signatures enable noninvasive prediction of HER2 expression in bladder cancer.

OBJECTIVE: To assess the value of multiparametric MRI (mpMRI)-derived radiomic signatures and a combined model for non-invasive prediction of human ep...

Jul 3 2026 42397516
Face/off: phase-specific modeling of lineage plasticity using near-patient models in genitourinary cancers.

Lineage plasticity has emerged as a fundamental mechanism of adaptive therapy resistance in prostate and bladder cancers, enabling malignant cells to ...

Jul 3 2026 42398842
Urinary Volatile Organic Compound Metabolites and Depressive Symptoms Among U.S. Adults With Cardiovascular-Kidney-Metabolic Syndrome Stages 0-3: NHANES-Based Associations and In Silico Multi-Omics Insights.

BACKGROUND: Depression is a major global public health burden, and environmental pollutants are increasingly associated with depressive symptoms. Vola...

Jul 3 2026 42398862
Homogeneity of Liver Fat Distribution Serves as a Diagnostic Marker for Metabolic Dysfunction-Associated Steatohepatitis.

RATIONALE AND OBJECTIVES: To characterize liver fat distribution in metabolic dysfunction-associated steatohepatitis (MASH) and propose a magnetic res...

Jul 3 2026 42399173
Explainable AI machine learning framework for chronic kidney disease prediction utilizing electronic health records.

BACKGROUND: Chronic Kidney Disease (CKD) is one of the significant health issues in the world which is usually unnoticeable and afterwards causes grea...

Jul 3 2026 42399867
Shiyiwei Shenqi Pian-derived quercetin reactivates apoptosis in clear cell renal cell carcinoma by destabilizing survivin and x-linked inhibitor of apoptosis protein.

BACKGROUND: Clear cell renal cell carcinoma (ccRCC) strongly resists apoptosis via baculoviral inhibitor of apoptosis repeat-containing 5 (BIRC5) and ...

Jul 2 2026 42435524
Clinical Variable-Based Machine Learning for Predicting Early mCRPC Using Exclusively Clinical Variables: Development and Multicenter External Validation.

BACKGROUND AND OBJECTIVE: Metastatic hormone-sensitive prostate cancer (mHSPC) exhibits heterogeneous progression patterns, with early progression to ...

Jul 2 2026 42391467
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