Pathology

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

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Multi-site validation of an AI-based biomarker test for determining ER, PR, and HER2 status from H&E-stained breast cancer slides.

BACKGROUND: The assessment of estrogen/progesterone receptors (ER/PR) and human epidermal growth fac...

Apr 2026 42016302
Imaging Immune Heterogeneity in Nasopharyngeal Carcinoma: A Multidimensional Radiomics Perspective.

RATIONALE AND OBJECTIVES: Nasopharyngeal carcinoma (NPC) is characterized by a distinctive virologic...

Apr 2026 41986218
Multimodal large language models in brain tumor imaging: clinical applications and future perspectives.

The use of multimodal data is essential for the precise diagnosis and treatment of brain tumors. In ...

Apr 2026 41979660
Multiclass Classification of Renal Tumor Subtypes: Addressing Diagnostic Challenges Using a Texture-Informed Deep Hybrid CNN-Transformer.

Accurate histopathological classification of renal cell carcinoma (RCC), along with its distinction ...

Apr 2026 41979758
Sharing a whole-/total-body [18F]FDG-PET/CT dataset with CT-derived segmentations: an ENHANCE.PET initiative.

We present a large whole-body and total-body curated dataset of dual-modality 2-deoxy-2-[18F]fluoro-...

Apr 2026 41980990
Deep learning magnetic resonance imaging algorithm for differentiating metastatic vertebral fractures.

BACKGROUND CONTEXT: Distinguishing malignant metastatic lesions from benign osteoporotic vertebral c...

Apr 2026 41980627
Clinicopathological and Imaging Distinction Between Ocular Adnexal MALT Lymphoma and IgG4-Related Ophthalmic Disease.

PURPOSE: To characterize clinicopathologic and imaging differences between ocular adnexal mucosa-ass...

Apr 2026 41985855
Soft multiclass feature augmented deep learning to predict tumor origins using cytology or histology whole slide images.

Tailoring cancer treatment to the primary tumor site is essential for optimal outcomes, yet identify...

Apr 2026 41974822
Molecular polarizability as the universal driver of HPAH fate: Evidence from DFT-validated machine learning.

A DFT-explainable machine-learning (DFT-XML) strategy integrated with an active learning mechanism w...

Apr 2026 41985287
Bone Magnetic Resonance Imaging: From Conventional Methods to AI-Driven Solutions.

With global population aging and increased life expectancy, bone diseases affect a substantial propo...

Apr 2026 41968381
Deep learning-driven quantitative spectroscopic photoacoustic imaging for segmentation and oxygen saturation estimation.

Spectroscopic photoacoustic (sPA) imaging can potentially estimate blood oxygenation saturation (sO2...

Apr 2026 41990476
Wooden-Tip Electrospray Ionization Mass Spectrometry Combined With Machine Learning for Differentiating Thyroid Tumours.

Direct mass spectrometry (MS) analysis of human tissues at the molecular level has great potential f...

Apr 2026 41969608
Hybrid physics-machine learning models for quantitative electron diffraction refinements.

High accuracy electron microscopy simulations required for quantitative crystal structure refinement...

Apr 2026 41965331
Pathology-Anchored Transcranial Sonography: A Cascaded Super-Resolution Deep Learning System for Early-Stage Parkinson's Disease Grading.

Delayed diagnosis of Parkinson's disease (PD) due to undetectable early pathological changes remains...

Apr 2026 41965365
Integrated machine learning and experimental validation reveal S6K2 as a key target of 6PPD-quinone in bladder cancer.

Tire and Road Wear Particles (TRWP) are pervasive environmental contaminants, yet the molecular mech...

Apr 2026 41966021
Ultrasound Radiomics for Hashimoto's Thyroiditis: State of the Art and Future Perspectives.

Ultrasound radiomics is gradually emerging as a powerful tool for improving the diagnosis and manage...

Apr 2026 41963245
Deepath-SCC: a deep learning model for accurate tissue origin identification in squamous cell carcinoma.

Squamous cell carcinoma (SCC) is a common malignancy that arises in diverse organs and often exhibit...

Apr 2026 41963625
Clinical Translatable and Transparency of Neural Network for Blood-Based Personalized Cancer Risk.

OBJECTIVE: To support cancer screening and identify precancerous conditions, such as atypical hyperp...

Apr 2026 42170495
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