Urology

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

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GUIDE-US: grade-informed unpaired distillation of encoder knowledge from histopathology to micro-ultrasound.

PURPOSE: Non-invasive grading of prostate cancer (PCa) from micro-ultrasound (micro-US) could expedi...

Apr 2026 42001367
Deep learning for fluorescence confocal microscopy image interpretation in radical prostatectomy.

OBJECTIVE: To develop and validate a deep learning model for interpretation of fluorescence confocal...

Apr 2026 42001901
Multimodal machine learning integrates clinical and comorbidity data to predict breast cancer prognosis and treatment outcomes.

Breast cancer prognosis and treatment outcomes are shaped by intricate interplay between tumor biolo...

Apr 2026 42002617
Self-Supervised Deep Learning Framework for Rician Distribution Based Denoising and Modeling of Multi-b Prostate Diffusion MRI.

PURPOSE: Convolutional neural networks (CNNs) are evaluated for improved and accelerated denoising a...

Apr 2026 42003179
ZFP36-ferroptosis axis as a key renal protective pathway in diabetic kidney disease.

Diabetic Kidney Disease (DKD) is strongly related to ferroptosis, an iron-dependent form of programm...

Apr 2026 42002905
Integrated multi-omics and machine learning highlight PTM-related genes as potential biomarkers in endometrial cancer.

BACKGROUND: Endometrial cancer, the most common gynecological malignancy, represents about 5 % of al...

Apr 2026 42001686
Development and Validation of Machine Learning Models to Identify Emergency Department Patients at Increased Risk of New or Progressive Acute Kidney Injury.

OBJECTIVES: Acute kidney injury (AKI) is a common and serious condition associated with prolonged ho...

Apr 2026 42016808
Circulating Neutrophils Exhibit an Altered Immune Response in Chronic LUTS: An Image-Based Deep Learning Analysis.

INTRODUCTION AND HYPOTHESIS: Chronic lower urinary tract symptoms (LUTS) are characterised by persis...

Apr 2026 41999502
[Current status and future perspectives of precision treatment for locally advanced rectal cancer].

The treatment paradigm for locally advanced rectal cancer is undergoing a fundamental transformation...

Apr 2026 41978391
Determining the individualized probability of myocardial recovery: The multicenter RecoverHeart calculator.

BACKGROUND: Recent reports from UNOS and INTERMACS highlight that left ventricular assist devices (L...

Apr 2026 42001916
Current applications of augmented reality in urology: clinical practice, training, and future directions: an EAU endourology and YAU opinion.

PURPOSE OF REVIEW: Augmented reality and related extended-reality technologies have been increasingl...

Apr 2026 42068081
Uncertainty-aware AI for tumor subtyping with histology and immunohistochemistry: A multi-center study in Renal Cell Carcinoma.

BACKGROUND AND OBJECTIVE: Accurate classification of Renal Cell Carcinoma (RCC) subtypes is essentia...

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Apr 2026 42019354
Investigation of the use of urinary proteomics in the prediction of childhood asthma.

PURPOSE: Urinary proteomics may help us improve our understanding and classification of asthma. We s...

Apr 2026 42001975
Novel therapeutic strategies for metastatic castration‑resistant prostate cancer: Beyond androgen receptor pathway inhibition (Review).

Metastatic castration‑resistant prostate cancer (mCRPC) remains a lethal disease due to universal re...

Apr 2026 41992975
Application of an open-source AI tool for quantitative quality control in whole slide images of prostate needle core biopsies - a retrospective study.

The quality of Whole Slide Images (WSI) is a determining factor for proper diagnosis and prognosis, ...

Apr 2026 41994924
Promptable segmentation with region exploration enables minimal-effort expert-level prostate cancer delineation.

PURPOSE: Accurate segmentation of prostate cancer on magnetic resonance (MR) images is crucial for p...

Apr 2026 41996003
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