Pathology

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

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Spectral entropy variability of intraoperative electrocorticography predicts outcome after epilepsy surgery in people with focal cortical dysplasia.

OBJECTIVE: Epilepsy surgery in people with focal cortical dysplasia (FCD) requires accurate removal ...

Jan 2026 41553358
Hybrid imaging-clinical model for predicting microvascular invasion in hepatocellular carcinoma using deep learning-derived features from CT.

The role of adipose tissue in predicting microvascular invasion (MVI) in patients with hepatocellula...

Jan 2026 41553627
Fluorescence from dual molecular rotors allows sensitive detection of widespread brain pathology in a mouse model of Alzheimer's disease.

Amyloid fibrils formed by the misfolding and aggregation of proteins are a pathological hallmark of ...

Jan 2026 41553693
Morphometric analysis and its application in lupus nephritis: a systematic review.

Lupus nephritis (LN) is a severe manifestation of systemic lupus erythematosus (SLE), characterized ...

(1)
Jan 2026 41553994
Machine Learning for Predicting Malignant Transformation in Actinic Cheilitis: A Prognostic Support System Based on Demographic and Clinical Descriptors.

OBJECTIVE: This study aimed to develop and evaluate Machine Learning models to predict the malignant...

Jan 2026 41554686
Deep visual detection system for oral squamous cell carcinoma.

BACKGROUND: Oral Squamous Cell Carcinoma (OSCC) is a widespread and aggressive malignancy where earl...

Jan 2026 41554886
Computational methods for spatial multi-omics integration.

The rapid development of spatial multi-omics technologies has enabled the simultaneous acquisition o...

Jan 2026 41564956
CATERPillar: a flexible framework for generating white matter numerical substrates with incorporated glial cells.

Monte Carlo diffusion simulations in numerical substrates are valuable for exploring the sensitivity...

Jan 2026 41576825
Machine learning for extracellular vesicles enables diagnostic and therapeutic nanobiotechnology.

Extracellular vesicles (EVs) are emerging as naturally bioactive nanomaterials with intrinsic biocom...

Jan 2026 41546050
Accessible cartilage tumor malignancy prediction via vision-language foundation model adaptation.

OBJECTIVE: To predict cartilage tumor malignancy from radiographic images combined with readily avai...

Jan 2026 41547682
Activating the SDF-1/CXCR4 axis: Notoginsenoside R1-Functionalized zinc scaffolds accelerate fracture healing and angiogenesis in diabetic osteoporosis.

Effective treatment of diabetic osteoporotic fractures (DOF) requires biomaterials capable of promot...

Jan 2026 41579467
Japan Brain Bank Net (JBBN).

Autopsies have long been performed to determine the cause of death in the medical field. In fact, au...

Jan 2026 41542899
Cancer genome profiling in sarcomas: current status and future perspectives in Japan.

INTRODUCTION: Sarcomas are rare, molecularly diverse malignancies that challenge accurate diagnosis ...

Jan 2026 41543043
Multi-omics Mendelian randomization and machine learning identify candidate therapeutic targets for Alzheimer's and Parkinson's diseases.

Neurodegenerative diseases (NDDs), including Alzheimer's disease (AD) and Parkinson's disease (PD), ...

Jan 2026 41543776
Automated 4D flow MRI pipeline for the quantification of advanced hemodynamic parameters in the left atrium.

The left atrium (LA) plays a pivotal role in modulating left ventricular filling, yet its hemodynami...

Jan 2026 41545408
Robust and interpretable prediction of gene markers and cell types from spatial transcriptomics data.

Spatial transcriptomics (ST) links tissue morphology with gene expression values, opening new avenue...

Jan 2026 41545411
Towards interpretable prediction of recurrence risk in breast cancer using pathology foundation models.

Transcriptomic assays such as the PAM50-based ROR-P score guide recurrence risk stratification in no...

(1)
Jan 2026 41545684
A machine learning-driven Raman spectroscopy approach for non-invasive diagnosis of non-puerperal mastitis.

Early and rapid diagnosis of non-puerperal mastitis (NPM), as well as elucidation of its specific pa...

Jan 2026 41545775
Synovial transcriptome analysis reveals ShenTong ZhuYu Tang alleviates osteoarthritis by targeting MMP-9 and immune microenvironment.

BACKGROUND: This study aimed to elucidate key molecular alterations in the osteoarthritis (OA) synov...

(1)
Jan 2026 41546107
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