Pathology

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

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Integrative Multi-Omics and Machine Learning Reveal Senescent Fibroblast-Associated ADAMTS2 as a Critical Indicator of Intestinal Inflammation in IBD.

Although cellular senescence contributes to tissue dysfunction in inflammatory bowel disease (IBD), ...

Sep 2026 42773852
Quantitative Single-Cell Time-Lapse Phase-Contrast Microscopy with DeepSea.

Single-cell quantitative time-lapse microscopy is a valuable tool for directly observing the dynamic...

(1)
Sep 2026 42811237
Big Data Analytics Framework for Early Breast Cancer Detection Using Optimized MapReduce and Deep Learning on Large-Scale Mammographic Data.

The paper presents a framework that is aimed at addressing the large-scale data challenge with a par...

(3)
Sep 2026 42819082
Image-based Detection of Mismatch Repair Deficiency in Prostate Cancer Using Transfer Learning.

PURPOSE/BACKGROUND: Tumors with microsatellite instability high/mismatch repair-deficient (MSI-H/dMM...

(2)
Sep 2026 42808876
Spatial N-Glycan Imaging and Machine Learning Classify Hepatocellular Carcinoma and Predict Glutamine Synthetase Status.

BACKGROUND: Hepatocellular carcinoma (HCC) exhibits molecular heterogeneity that challenges histopat...

(1)
Sep 2026 42809345
Artificial Intelligence for early detection of Oral Squamous Cell Carcinoma: A Systematic Review.

OBJECTIVES: This systematic review aimed to synthesize evidence on artificial intelligence (AI) meth...

(2)
Sep 2026 42810641
Tomosynthesis and Synthesized-2D Breast AI Outputs in a Biopsy-Referred Cohort: A Diagnostic Study of Agreement and Incremental Decision-Support Value.

To determine whether two malignancy scores co-reported by a deployed breast artificial intelligence ...

(1)
Sep 2026 42811225
A Generalizable Multimodal Model for Treatment-Stratified Risk and Survival Assessment under Real-World Constraints: A Multi-Center Study of Colorectal Cancer.

Integrating histopathology, genomic, and clinical phenotypes holds promise for improving prognostic ...

(9)
Sep 2026 42811525
ViT-radiomics fusion for lymph node classification in ultrasound images: a multicenter study.

BACKGROUND: Ultrasound (US) is widely used for assessing lymph node (LN) status, but its diagnostic ...

(1)
Sep 2026 42804147
Microscopic Colitis Beyond Histology: Biomarkers and Candidate Endotypes.

Microscopic colitis (MC) is a chronic inflammatory bowel disorder characterised by chronic watery di...

(5)
Sep 2026 42805277
Dual-discriminator Generative Adversarial Network (DD-GAN) for Virtual Elastography Ultrasound in Thyroid Cancer Diagnosis.

RATIONALE AND OBJECTIVES: Ultrasound elastography (EUS) provides tissue stiffness information to imp...

(3)
Sep 2026 42805865
ADGPT: A Prior-Guided and GPT-Empowered Framework for MRI-Based Alzheimer's Disease Diagnosis.

Existing artificial intelligence methods for Alzheimer's disease (AD) diagnosis predominantly emphas...

(2)
Sep 2026 42806197
Foundation model-powered deep learning of endometrial histology for predicting the cumulative live birth of an in vitro fertilization cycle.

Objective and reproducible assessment of endometrial receptivity is essential for optimizing in vitr...

(1)
Sep 2026 42804460
Knowledge Mapping of Human Genetic Variation in Multiomics Biomarker Translation: A Bibliometric Analysis.

Human genetic variation and multiomics biomarker translation has emerged as a rapidly developing res...

(1)
Sep 2026 42807960
Methodological Approaches in the Evaluation of Platelet Structure and Function: An Instrumental Perspective.

Platelets are anucleate yet metabolically active cells that play essential roles in hemostasis, thro...

(3)
Sep 2026 42801447
Integrated Multi-Omics Reveals Cellular States and Microenvironmental Remodeling in Coexisting DCIS and IDC.

Ductal carcinoma in situ (DCIS) is a non-invasive precursor of invasive ductal carcinoma (IDC), yet ...

(8)
Sep 2026 42801661
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