Pathology

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

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In vivo validation of multimodality pore-network modeling to identify angio-permissive scaffold porosity.

BACKGROUND: Successful vascular tissue regeneration in vascular and soft-tissue biomaterials is gove...

Jun 2026 42382722
The Value of a Predictive Model Based on Multimodal Ultrasound Imaging Biomarkers Combined with Clinical Features in the Diagnosis of Thyroid Nodules.

INTRODUCTION: This study aimed to develop and validate diagnostic models for distinguishing benign a...

(1)
Jun 2026 42333842
Performance of the Techcyte AI-based image analysis system for coproparasitological diagnosis in clinical stool specimens: a retrospective evaluation study.

UNLABELLED: Coproparasitological stool analysis based on microscopic examination is the reference di...

Jun 2026 42324608
Comparison of Deep Learning Approaches for Extreme Low-SNR Image Restoration.

BACKGROUND: Live-cell fluorescence microscopy enables the study of dynamic cellular processes. Howev...

Jun 2026 42329787
High-Throughput Olink Proteomics Elucidates the Immuno-Neurological Landscape of Gastric Cancer.

Gastric cancer (GC) ranks as the third leading cause of cancer-related mortality globally. A compreh...

Jun 2026 42329880
An innovative deep learning paradigm for automated detection and accurate classification of lung nodules in magnetic resonance imaging.

Lung cancer, the predominant kind of cancer, needs considerable care, since inadequate treatment may...

(1)
Jun 2026 42330579
Establishment and validation of intelligent review rules for blood cell analysis based on the gradient boosting decision tree algorithm.

OBJECTIVE: To develop artificial intelligence (AI)-based intelligent review rules to accurately scre...

(1)
Jun 2026 42331130
Integrative single-cell and bulk transcriptomics reveal cuproptosis subtypes, prognostic models, and COL5A1 as a key gene in glioblastoma.

Glioblastoma (GBM) remains one of the most aggressive primary brain tumors with limited therapeutic ...

Jun 2026 42331202
A blood transcriptomic signature anchored to central nervous system pathology enables noninvasive detection of multiple sclerosis.

BACKGROUND: Multiple sclerosis (MS) lacks noninvasive biomarkers anchored to central nervous system ...

(2)
Jun 2026 42331233
Effects of breast cancer risk factors on the tumor microenvironment: a morphological deep-learning analysis of three prospective cohorts.

Emerging evidence suggests a critical role of the tumor microenvironment (TME) in breast cancer (BC)...

(2)
Jun 2026 42331813
PD-YOLO: a high-precision detection network for fine-grained lung cancer and multi-scale pulmonary nodules in CT images.

Timely and accurate Computed Tomography (CT) screening is crucial for the early clinical treatment o...

Jun 2026 42331889
A deep learning framework for histopathological analysis of pixel-level extracellular matrix variation in standard H&E-stained images.

Artificial intelligence-driven image analysis has enabled significant advances in digital pathology....

Jun 2026 42331910
A Novel ConvNeXtV2-MIL Approach for Accurate and Efficient Classification of Microscopic Fungal Morphology.

Fungal infections, especially in people with weakened immune systems, are a significant global healt...

(1)
Jun 2026 42332235
MammoDenseSegNet: A Context-Aware Deep Learning Model for Dense Tissue Segmentation in Digital Mammograms.

Breast density is a breast cancer risk factor. The accurate quantification of breast density require...

Jun 2026 42332236
Dynamic Fuzzy-Gaussian Modeling (DynFGM): A Kurtosis-Adaptive Unsupervised Framework for Automated Adipose Tissue Segmentation in Abdominal MRI.

Accurate MRI-based quantification of abdominal adipose tissue is critical for metabolic risk assessm...

Jun 2026 42332238
Transcriptomic identification of key genes influencing m7G modification in thyroid carcinoma and experimental validation.

BACKGROUND: N7-methylguanosine (m7G) modification plays a critical role in RNA metabolism and is inc...

(1)
Jun 2026 42332284
Bone marrow CCR3 dictates eosinophil lineage commitment of CD34⁺ progenitors to orchestrate allergic rhinitis: A composite study.

BACKGROUND: Allergic rhinitis (AR) is a common Th2-mediated inflammatory disease of the nasal mucosa...

(1)
Jun 2026 42329956
Extracellular vesicles as diagnostic and prognostic biomarkers in non-small cell lung Cancer.

INTRODUCTION: Non-small cell lung cancer (NSCLC) remains the leading cause of cancer-related mortali...

Jun 2026 42323710
Artificial intelligence-assisted screening for NTRK fusion-positive salivary gland tumors: A novel digital pathology workflow.

NTRK fusion is a promising therapeutic target for salivary gland cancer (SGC). However, the diagnost...

Jun 2026 42323990
Automated precise recognition of ovine embryo microscopic images using a boundary-enhanced deep learning network.

Efficient selection of in vitro-fertilized embryos is crucial for assisted reproduction in sheep, an...

(1)
Jun 2026 42324159
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