Pathology

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

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Multimodal CustOmics: A unified and interpretable multi-task deep learning framework for multimodal integrative data analysis in oncology.

Characterizing cancer presents a delicate challenge as it involves deciphering complex biological in...

Jun 2025 40526743
MSMTSeg: Multi-Stained Multi-Tissue Segmentation of Kidney Histology Images via Generative Self-Supervised Meta-Learning Framework.

Accurately diagnosing chronic kidney disease requires pathologists to assess the structure of multip...

Jun 2025 38526881
FedBCD: Federated Ultrasound Video and Image Joint Learning for Breast Cancer Diagnosis.

Ultrasonography plays an essential role in breast cancer diagnosis. Current deep learning based stud...

Jun 2025 40031191
Exploring Unbiased Activation Maps for Weakly Supervised Tissue Segmentation of Histopathological Images.

Tissue segmentation in histopathological images plays a crucial role in computational pathology, owi...

Jun 2025 40031547
Hierarchically Optimized Multiple Instance Learning With Multi-Magnification Pathological Images for Cerebral Tumor Diagnosis.

Accurate diagnosis of cerebral tumors is crucial for effective clinical therapeutics and prognosis. ...

Jun 2025 40031639
Combining Deep Data-Driven and Physics-Inspired Learning for Shear Wave Speed Estimation in Ultrasound Elastography.

The shear wave elastography (SWE) provides quantitative markers for tissue characterization by measu...

Jun 2025 40238602
Revolutionising osseous biopsy: the impact of artificial intelligence in the era of personalized medicine.

In a rapidly evolving healthcare environment, artificial intelligence (AI) is transforming diagnosti...

Jun 2025 39878877
Computational pathology for breast cancer: Where do we stand for prognostic applications?

The very early days of artificial intelligence (AI) in healthcare are behind us. AI is now spreading...

Jun 2025 40179582
Immunohistochemistry and machine learning study of DNA replication-associated proteins in uterine epithelial tumors and precursor lesions.

Endometrioid adenocarcinoma (EA) has been on the increase in recent years in developed countries. Ea...

Jun 2025 40220589
Self-HER2Net: A generative self-supervised framework for HER2 classification in IHC histopathology of breast cancer.

Breast cancer is a significant global health concern, where precise identification of proteins like ...

Jun 2025 40245674
PESI-MS combined with AI to build a prediction model for lymph node metastasis of papillary thyroid cancer.

OBJECTIVE: Construct a prediction model for lymph node metastasis (LNM) in papillary thyroid carcino...

Jun 2025 40273526
Exploring the Latent Information in Spatial Transcriptomics Data via Multi-View Graph Convolutional Network Based on Implicit Contrastive Learning.

Latest developments in spatial transcriptomics enable thoroughly profiling of gene expression while ...

Jun 2025 40304359
Evaluating artificial intelligence in decision-making for surgical treatment of benign breast conditions.

INTRODUCTION: Determining the ideal surgical strategy for breast pathologies can sometimes be challe...

Jun 2025 40305890
Comparative analysis of deep learning models for predicting biocompatibility in tissue scaffold images.

MOTIVATION: Bioprinting enables the creation of complex tissue scaffolds, which are vital for tissue...

Jun 2025 40306018
Whole slide image-level classification of malignant effusion cytology using clustering-constrained attention multiple instance learning.

BACKGROUND: Cytological diagnosis of pleural effusion plays an important role in the early detection...

Jun 2025 40311308
Digital Pathology and Artificial Intelligence in Pediatric Pathology.

Applications of artificial intelligence (AI) and machine learning (ML) are rapidly developing to sup...

Jun 2025 40412835
Assessing Clinician Consistency in Wound Tissue Classification and the Value of AI-Assisted Quantification: A Cross-Sectional Study.

This study investigated the relationship between clinician assessments and the AI-generated scores, ...

Jun 2025 40421826
Comparative analysis of deep learning methods for breast ultrasound lesion detection and classification.

PURPOSE: Breast ultrasound (BUS) computer-aided diagnosis (CAD) systems aims to perform two major st...

Jun 2025 40381258
Artificial intelligence-enhanced interpretation of kidney transplant biopsy: focus on rejection.

PURPOSE OF REVIEW: The objective of this review is to provide an update on the application of artifi...

Jun 2025 40171636
Multi-class brain malignant tumor diagnosis in magnetic resonance imaging using convolutional neural networks.

Glioblastoma (GBM), primary central nervous system lymphoma (PCNSL), and brain metastases (BM) are c...

Jun 2025 40180191
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