Pathology

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

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A C-repeat binding factor-salicylic acid (CBF-SA) module links wound-induced evaporative cooling to tissue repair in plants.

Repairing damaged tissues is essential for the survival of all organisms. In plants, tissue injury r...

(1)
Sep 2026 42717275
DUCK-Net: automated deep learning segmentation of ductular reactions in murine liver injury captures multicellular niche dynamics from H&E morphology.

Ductular reactions (DRs) are dynamic and complex multicellular responses that occur as a result of v...

(1)
Sep 2026 42711623
Deep Learning for Automated Detection and Segmentation of Meningioma on Multiparametric MRI.

Meningioma is the most common benign primary intracranial tumor. Although its typical appearance on ...

(1)
Sep 2026 42711640
Applications of Artificial Intelligence in Bone Tissue Histology: a Scoping Review of Diagnostic and Structural Applications.

Artificial intelligence (AI) has been applied to bone tissue histopathology for tasks such as bone t...

(1)
Sep 2026 42711645
ParasiteNet: Deep Learning-Based Identification of Parasitic Helminth Eggs in Microscopic Images.

Parasitic helminth infections remain a major public health concern, particularly in low-resource set...

Sep 2026 42711646
An integrative clinical-molecular model as an auxiliary predictive tool for glioma malignancy grade.

OBJECTIVE: An integrative auxiliary predictive model incorporating clinical parameters, serum biomar...

(1)
Sep 2026 42709023
Methylation profiling in CNS tumor diagnostics: a single-centre real-world experience from Central Europe.

Genome-wide DNA methylation profiling has transformed neuro-oncology by providing an objective, mach...

(2)
Sep 2026 42709194
From cell counts to cellular interactions: Cu-Cyto and the co-localization index as a spatial framework for the tumor immune microenvironment of rectal cancer.

The tumor immune microenvironment in colorectal cancer has emerged as a major determinant of patient...

(1)
Sep 2026 42709377
Spatially guided translation from histology images to transcriptomic profiles using foundation model-driven contrastive learning.

Spatial transcriptomics (ST) enhances single-cell RNA sequencing by revealing transcript distributio...

Sep 2026 42709893
[Precision medicine era: a molecular pathological diagnostic pathway for B-cell lymphomas].

The pathological diagnosis of B-cell lymphomas is transitioning from traditional morphologic assessm...

(1)
Sep 2026 42706105
The role of diffusion-weighted imaging in breast cancer: from diagnosis to treatment monitoring and follow-up.

Diffusion-weighted imaging (DWI) is a fundamental non-contrast sequence in multiparametric breast ma...

(1)
Sep 2026 42706947
Graph neural network-based risk stratification of prostate cancer using gene expression and SHAP interpretability.

Accurate risk stratification is essential for guiding treatment decisions and preventing over treatm...

(1)
Sep 2026 42709904
Segmentation-guided peritumoral radiomics and machine learning for ultrasound-based classification of salivary gland tumors.

BACKGROUND: Preoperative differentiation of benign and malignant salivary gland tumors (SGTs) remain...

(1)
Sep 2026 42704231
Liquid biopsy: current applications and future directions.

This review starts with the historical background and biological features to classify mainly the liq...

(2)
Sep 2026 42704556
A cfDNA fragmentomics classifier for noninvasive differentiation of benign and malignant renal masses.

Noninvasive differentiation of malignant and benign renal masses remains a major clinical challenge,...

(1)
Sep 2026 42704571
A closed-loop paradigm for precision oncology: Integrating dynamic monitoring, organoid models, and explainable AI.

BACKGROUND: Precision oncology faces three systemic bottlenecks: static molecular snapshots fail to ...

Sep 2026 42704980
Diagnostic performance of radiomic features from FS-T2WI for parotid tumor classification: A comparison of deep learning and machine learning models.

Accurate discrimination of benign and malignant parotid tumors prior to surgery is of great clinical...

Sep 2026 42705054
Artificial Intelligence in equivocal prostatic needle biopsies: benign mimics and cancer detection.

BACKGROUND: Equivocal prostatic needle biopsies are diagnostically challenging because minute atypic...

(2)
Sep 2026 42707010
Machine Learning-Derived Immune Gene Signature Predicts Prognosis and Therapeutic Vulnerabilities in Multiple Myeloma.

The immune microenvironment contributes substantially to the biological and clinical heterogeneity o...

Sep 2026 42702361
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