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
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
Deep Learning for Differentiating Pulmonary Metastasis from Primary Lung Cancer Constructed on Frozen Sections for Intraoperative Diagnosis.

The surgical procedures for primary lung cancer and metastatic lung tumors differ. An intraoperative diagnosis is important for surgical procedure dec...

Jul 2 2026 42392452
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