Pathology

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

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GICAF-Net: A cross-attentional graph-image fusion network for hyperspectral pathological diagnosis of FNH and HCC.

BACKGROUND AND OBJECTIVE: Accurate intraoperative differentiation between focal nodular hyperplasia ...

Nov 2025 41289808
Transformer-based ultrasound radiomics for novel multi-task automated segmentation and classification of ovarian tumors.

OBJECTIVE: To develop and evaluate a comprehensive AI-driven pipeline for automated segmentation and...

Nov 2025 41251739
Investigation of biochemical alterations in the brain of db/db diabetic mice using integrated FTIR and Raman spectroscopy combined with machine learning.

This study systematically analyzed the molecular metabolic alterations in the brain tissue of type 2...

Nov 2025 41289842
Toward accurate breast cancer classification: A review of multi-modal machine learning approaches.

The innovations in classifying breast cancer into malignant and benign categories and further catego...

Nov 2025 41265505
A Novel Instance Segmentation Method for Real-Time Detection of Thyroid Nodules in Ultrasound Videos: A Multi-Center Study.

OBJECTIVES: Thyroid nodules are one of the most common thyroid disorders and can be categorized into...

Nov 2025 41253629
A deep learning-based radiomics model for noninvasive diagnosis of melanoma.

To develop a noninvasive diagnostic model integrating deep learning and radiomics for improving the ...

Nov 2025 41201865
Noninvasive nasopharyngeal cancer screening via salivary DNA detection using label-free surface-enhanced Raman spectroscopy.

Nasopharyngeal carcinoma (NPC) is a malignant tumor originating from the mucosal epithelium of the n...

Nov 2025 41265314
Intelligent ensemble learning-enhanced finite element modeling for precision thermal ablation in cancer therapy.

BACKGROUND: Microwave ablation (MWA) is a minimally invasive treatment for liver tumors, yet accurat...

Nov 2025 41252870
Streamlining the Histopathologic Workflow in Diabetic Kidney Disease with Artificial Intelligence.

KEY POINTS: Artificial intelligence models effectively generalized across studies and animal models ...

Nov 2025 41222991
Bioengineered Teeth and Regenerative Strategies: Advances in Tissue Engineering and Stem Cell Applications.

Tooth and endodontic disease pose important challenges, and traditional therapies are dependent upon...

Nov 2025 41222821
Intraoperative assessment of surgical margins during radical prostatectomy: advances and challenges.

PURPOSE OF REVIEW: Detection of positive surgical margins during radical prostatectomy is critical t...

Nov 2025 41643045
Pathologic assessment of resected stage III non-small cell lung cancer after neoadjuvant chemotherapy: identification of additional prognostic factors.

BACKGROUND: Non-small cell lung cancer (NSCLC) patients undergoing neoadjuvant chemotherapy (NACT) f...

Nov 2025 41207797
Ensemble Learning Model: A Novel Technique to Detect Malignancy in Effusion Cytology.

AIMS AND OBJECTIVES: This study applied an ensemble learning model combining six transfer learning a...

Nov 2025 41205194
Polyp image segmentation based on parallel dilated convolution and dual attention mechanisms.

Colorectal cancer is usually caused by malignant transformation of early colon polyps. Early polyps ...

Nov 2025 41274086
An Internet of Things operating room platform for neurosurgery.

OBJECTIVE: The operating room (OR) is a data-rich environment and largely follows closed-door polici...

Nov 2025 41202305
Explainable multimodal fusion for breast carcinoma diagnosis: A systematic review, open problems, and future directions.

Breast carcinoma (BC) remains one of the most common and lethal malignancies in women worldwide, mak...

Nov 2025 41232399
PathViT Model for Automated Disease Classification from Skeletal Muscle Histopathology.

Analyzing skeletal muscle pathology from histological images is labor intensive (requiring manual ce...

Nov 2025 41205804
Machine Learning-Based Analysis of UF-5000 Scattergrams Improves the Identification of Urinary Dysmorphic Red Blood Cells.

BACKGROUND: Identifying dysmorphic red blood cells (RBCs) is critical for diagnosing glomerular dise...

Nov 2025 41189391
Deep learning based label-free virtual staining and classification of human tissues using digital slide scanner.

Hematoxylin and eosin (H&E) staining has long been a cornerstone of histopathology, typically applie...

Nov 2025 41237448
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