Pathology

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

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Toward Timely Diagnosis of Pancreatic Cancer: Revolutionizing Early Detection Through Genomics, Artificial Intelligence, and Noninvasive Biomarkers.

BACKGROUND: Pancreatic ductal adenocarcinoma (PDAC) remains one of the most aggressive cancers, typi...

Feb 2026 41692706
Multimodal hybrid mamba classification model for tumor pathological grade prediction using magnetic resonance images.

Malignant tumors present a significant global health challenge, and accurate pathological grading is...

Feb 2026 41719867
H-DCA Net: Hierarchical dual-branch coordinate attention framework for multi-scale gastric histopathology diagnosis.

BACKGROUND AND OBJECTIVE: Early and accurate diagnosis of gastric cancer is crucial for improving pa...

Feb 2026 41722294
Deep learning for histopathological diagnosis of esophageal squamous cell carcinoma in biopsies: A multicenter analysis.

BACKGROUND: Esophageal squamous cell carcinoma (ESCC) is a major cause of cancer mortality in Asia, ...

Feb 2026 41692642
Kinic index: an artificial intelligence-driven predictive model and multitarget drug discovery framework for hepatocellular carcinoma patients.

Hepatocellular carcinoma (HCC) remains a major global health challenge due to its molecular heteroge...

Feb 2026 41691080
An interpretable machine learning model for preoperative prediction of aldosterone secretion and CYP11B2 status of adrenal gland.

BACKGROUND: To investigate whether a machine learning (ML) model integrating CT-based radiomics and ...

Feb 2026 41691226
Interpretable habitat and peritumoral radiomics from multiparametric MRI for preoperative high-risk prostate cancer prediction: a multi-institutional study.

BACKGROUND: Current preoperative assessment faces limitations, including PI-RADS scoring subjectivit...

Feb 2026 41691237
Detection of prostate cancer in 3D pathology datasets via generative immunolabeling.

Recent advancements in nondestructive 3D pathology offer a complement to standard histology by enabl...

Feb 2026 41692323
Minor salivary gland biopsy in Sjogren's disease: a diagnostic and prognostic tool toward precision medicine.

Minor salivary gland biopsy occupies a distinctive position in the evaluation of Sjögren disease (Sj...

Feb 2026 41689940
Multifunctional biosensors redefining liquid biopsy: advancing simultaneous multianalyte detection.

Liquid biopsy has revolutionized noninvasive disease diagnosis and monitoring by detecting circulati...

Feb 2026 41690843
Automatic Detection of Subcellular-Scale Metabolic Dynamics via Spontaneous-Stimulated Raman Spatial Colocalization.

Cellular structural heterogeneity and low intrinsic contrast in label-free bright-field imaging hind...

Feb 2026 41686429
Anatomy-guided visual prompt tuning for cross-modal breast cancer understanding.

Early and reliable detection of breast cancer across imaging modalities remains a long-standing chal...

Feb 2026 41688744
A deep learning and morphometric hybrid model for automated quantification of kidney interstitial fibrosis in trichrome-stained whole-slide image.

BACKGROUND: Interstitial fibrosis (IF) is the strongest predictor of chronic kidney disease progress...

Feb 2026 41852656
A systematic evaluation of grayscale conversion methods for mitigating color variation in deep learning-based histopathological image analysis.

The clinical adoption of deep learning (DL) for histopathological image analysis is hindered by perf...

Feb 2026 41889534
Computational discovery and prioritization of ribose-5-phosphate isomerase A as a mitochondrial target for reversing senescence in mesenchymal stem cells.

Age-related osteoporosis is increasingly recognized as a disease of stem cell dysfunction, hallmarke...

Feb 2026 41690348
Early detection of female-specific cancers using longitudinal healthcare records with a multichannel convolutional neural network.

OBJECTIVES: Female-specific cancers, including breast, ovarian, cervical and uterine malignancies, l...

Feb 2026 41688098
[The Digital Lab: Practical digital workflow and integration of AI for routine in pathology, through the example of prostate cancer].

Digital pathology is a major technological revolution for pathology. It modernizes routine practices...

Feb 2026 41688286
Radiomics-based differentiation of benign and malignant breast masses on contrast-enhanced mammography: a reproducible workflow using open-source tools.

PURPOSE: To differentiate benign and malignant breast masses by extracting radiomic features from lo...

Feb 2026 41674112
Intelligent Stain-Free Histology on Structural Colorimetric Nanocavities.

Optical microscopic imaging and analysis are indispensable in modern pathology for providing conclus...

Feb 2026 41674304
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