Pathology

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

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Noninvasive prediction of severe histopathology in drug-induced liver injury using a dual elastography-based machine learning model.

OBJECTIVES: To develop and validate a machine learning (ML) model integrating dual elastography, cli...

Jun 2026 42257856
Deep Learning-Based Restoration of Distorted Transmission Raman Spectra through Biological Tissue.

Retrieving optical information from photons traversing scattering media is essential in fields relat...

Jun 2026 42258226
Targeting the IKKα/NF-κB Axis with SGEC-Derived Exosomal miR-23b-3p Rebalances Treg/Th17 Immunity in Sjögren's Syndrome.

BACKGROUND: Sjögren's syndrome (SS) is a systemic autoimmune disorder characterized by chronic infla...

(2)
Jun 2026 42259664
[Role and limitations of genome-wide DNA methylation profiling in the diagnosis of brain tumors].

Genome-wide DNA methylation profiling, a high-throughput epigenomic technology, systematically exami...

Jun 2026 42252210
Multi-omics profiling identifies ACP2 as a lysosome-associated biomarker linked to immune dynamics and clinical outcomes in glioma.

Glioma progression is shaped by molecular heterogeneity, therapy resistance, and an immunosuppressiv...

Jun 2026 42308869
Machine learning models for non-invasive endometriosis triage using a laparoscopically and histologically verified cohort.

OBJECTIVE: To develop and internally validate machine-learning models for non-invasive triage of wom...

(1)
Jun 2026 42275943
First-trimester multi-modal cell-free DNA analysis for prediction of preterm and term preeclampsia.

BACKGROUND: Preeclampsia, which is a leading cause of maternal and perinatal mortality and morbidity...

(4)
Jun 2026 42389207
Integrated CT-PET radiogenomics and graph-based multi-task learning for preoperative prediction of key glioma molecular markers.

BACKGROUND: The clinical management of glioma is increasingly dependent on the tumor's molecular pro...

Jun 2026 42249986
A histopathologically verified dataset of magnifying narrow-band imaging endoscopy for classifying the gastric precancerous cascade.

Gastric cancer is a leading cause of mortality worldwide, yet the development of computer-aided diag...

(3)
Jun 2026 42251050
AI-assisted histomorphological stratification of endometrial cancer: real-world validation of foundation models for molecular subtyping.

Endometrial cancer (EC) is classified into four molecular subtypes with distinct prognosis and treat...

Jun 2026 42251145
ResNet-fused external attention network with Taylor based mean absolute cross entropy for lung cancer subtype classification using histopathological image.

Lung cancer remains one of the most lethal cancers among all cancer types worldwide. Conventional di...

Jun 2026 42296723
Clinical Implications and Research Progress of Salivary Biomarkers for Endocrine and Metabolic Disorders.

AIMS: Similar to blood, saliva contains a broad range of biomarkers and may offer a non-invasive, re...

Jun 2026 42244465
Machine Learning-Guided Survival Prediction and Treatment Sequencing in Advanced Soft Tissue Sarcoma Beyond Second-Line Therapy: A Retrospective Cohort Study.

INTRODUCTION: Evidence guiding the optimal sequencing of later-line systemic therapy in advanced sof...

(1)
Jun 2026 42247057
Unsupervised deep learning enables blur-free resolution enhancement in two-photon microscopy.

Two-photon microscopy enables the non-invasive imaging of deep living tissue. Quantitative three-dim...

Jun 2026 42248144
Hyperspectral Imaging for Breast-Conserving Surgery Margin Assessment: A Systematic Review.

CONTEXT.—: Breast-conserving surgery (BCS) offers comparable overall survival rates to mastectomy. H...

Jun 2026 42248565
Deep learning for H&E-based meningioma molecular classification and outcome prediction: a retrospective cohort study.

BACKGROUND: The introduction of genomic profiling as a tool for molecular classification and clinica...

Jun 2026 42248714
Deep learning based on multiparametric MRI for differentiating benign from malignant PI-RADS 3 prostate lesions: a dual-center study.

To address the diagnostic challenge of indeterminate PI-RADS 3 prostate lesions, we developed a non-...

Jun 2026 42249012
The SALV-Dataset Registry: An Expertly Curated Digital Clinicopathological Dataset for Salivary Gland Tumor Research and AI-Assisted Diagnostic Tools.

UNLABELLED: Salivary gland tumors are rare and morphologically diverse, posing both diagnostic and s...

Jun 2026 42249224
Comprehensive benchmarking of deep learning architectures for multiclass histopathological classification of oral epithelial lesions.

BACKGROUND: Accurate histopathological differentiation of normal oral epithelium, oral epithelial dy...

Jun 2026 42306089
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