Pathology

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

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Innovative molecular diagnostic strategy for salivary gland lesions based on ATR-FTIR spectroscopy coupled with machine learning.

OBJECTIVE: This study aimed to identify the biochemical signatures that distinguish pleomorphic aden...

Dec 2025 41547640
Integrating molecular diagnostics and artificial intelligence in chronic microbial disease.

Chronic microbial diseases, often driven by biofilm formation, pose a persistent global health burde...

Dec 2025 41456738
Augmented intelligence for multimodal virtual biopsy in breast cancer using generative artificial intelligence.

OBJECTIVE: This study aims to propose a multimodal, multi-view deep learning approach for breast can...

Dec 2025 41456845
HepatoAILFA: Machine-Learning-Assisted Nano-enhanced Point-of-Care System for Personalized Precise Diagnosis of Hepatocellular Carcinoma.

Early diagnosis significantly improves survival rates for hepatocellular carcinoma (HCC), yet tradit...

Dec 2025 41451994
Revolutionizing salivary biomarkers through machine learning and artificial intelligence.

Chronic diseases remain major global health burdens, and early detection is essential for preventing...

Dec 2025 41455597
Subtype classification of gastric spindle cell tumors in whole slide images.

AIMS: Accurate cancer subtype classification is critical due to variations in tumor progression and ...

Dec 2025 41453267
Urinary Tumor DNA to Identify Candidates for Repeat Transurethral Resection in Non-Muscle-Invasive Bladder Cancer.

Repeat transurethral resection of bladder tumor (re-TURBT) is commonly recommended for patients with...

Dec 2025 41445362
Characterizing endotypes in chronic rhinosinusitis: emerging research and clinical applications.

PURPOSE OF REVIEW: The purpose of this study is to describe why this review is timely and relevant. ...

Dec 2025 41410625
Development of a microscopy-based diagnostic test for alkali injury-induced limbal stem cell deficiency through Autofluorescence Multispectral Imaging.

Diagnosing limbal stem cell deficiency (LSCD) remains challenging, and this study evaluates a newly ...

Dec 2025 41448447
Visceral Adipose Tissue Alters Podometrics and Renal Compensation After Uninephrectomy.

INTRODUCTION: Obesity is an established risk factor for chronic kidney disease (CKD). However, exces...

Dec 2025 41727777
Biophysics of organoids.

Organoids, 3D in vitro structures derived from embryonic or adult stem cells, offer powerful models ...

Dec 2025 41435816
Artificial intelligence-driven prostate cancer diagnosis: Enhancing accuracy and personalizing patient care.

Prostate cancer remains a major global burden; diagnostic pathways rely on prostate-specific antigen...

Dec 2025 41423376
Breast Cancer Detection in Mammography Images Using Transfer Learning Model.

Breast cancer remains a significant global health concern, emphasizing the need for advanced and acc...

Dec 2025 41416718
Interpretable classification of endomicroscopic brain data via saliency consistent contrastive learning.

In neurosurgery, accurate brain tissue characterization via probe-based Confocal Laser Endomicroscop...

Dec 2025 41456554
Federated Learning for Multi-Disease Ophthalmic Diagnostics Using OCT Angiography.

PURPOSE: To conduct a comprehensive systematic evaluation of federated learning (FL) strategies for ...

Dec 2025 41732778
Supragingival Biomarker flora of Children With and Without Cariogenic Disease and Black Stains, Aged 3 to 6 Years.

BACKGROUND: The oral microbiome plays a pivotal role in the occurrence and progression of dental car...

Dec 2025 41418677
Primary tissue metabolic fingerprinting for efficient diagnosis of lymph node metastasis and metabolic reprogramming mechanisms in colorectal cancer.

Accurate detection of lymph node metastasis (LNM) is critical for colorectal cancer (CRC) staging an...

Dec 2025 41560801
A deep learning framework to stratify Nottingham histologic grade 2 breast tumors based on dynamic contrast-enhanced MRI.

OBJECTIVE: The Nottingham Histologic Grade (NHG) informs prognosis and treatment decisions in breast...

Dec 2025 41405689
Evaluating the Reliability of GPT-4o in Histological Image Interpretation.

Advanced large language models with multimodal capabilities offer potential new applications in medi...

Dec 2025 41407518
Interobserver variability in histopathologic diagnosis of melanocytic neoplasms.

BACKGROUND: Precise histopathologic diagnosis of melanocytic neoplasms is required to guide appropri...

Dec 2025 41419136
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