Pathology

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

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DDI-MMAF: Multi-modal affine fusion of visual and semantic representations for anticancer drug synergy prediction.

Predicting anticancer drug synergy is pivotal for personalizing combination therapies; however, exis...

Jul 2026 42447831
Deep learning-empowered Raman spectroscopy for gastric cancer diagnosis: a review of data pipelines and algorithms.

Raman spectroscopy is emerging as a label-free tool for gastric cancer diagnosis by capturing molecu...

(1)
Jul 2026 42439080
Label-Free Prediction of EGFR Mutation Status Using Fluorescence Lifetime Imaging and Deep Learning in Lung Adenocarcinoma.

UNLABELLED: Accurate prediction of epidermal growth factor receptor (EGFR) mutations is essential fo...

(1)
Jul 2026 42439806
Machine learning modeling to predict HCC locations in cirrhotic patients undergoing MRI - a proof-of-concept study.

PURPOSE: Current hepatocellular carcinoma (HCC) surveillance guidelines rely on manually defined LI-...

Jul 2026 42440113
A machine learning-guided epithelial plasticity score refines prognostication and immune-context stratification in muscle-invasive bladder cancer.

PURPOSE: Muscle-invasive bladder cancer (MIBC) remains biologically heterogeneous, and clinicopathol...

Jul 2026 42440183
Activated Cancer-Associated Fibroblasts Are Associated with Immunosuppression and Poor Prognosis in Clear Cell Renal Cell Carcinoma.

INTRODUCTION: Clear cell renal cell carcinoma (ccRCC) exhibits substantial heterogeneity within its ...

(1)
Jul 2026 42441534
An advanced AI-driven deep learning framework for early detection and precise diagnosis of breast cancer from medical images.

A malignant disorder known as breast cancer (BC) arises when cells in breast tissue grow out of cont...

Jul 2026 42442269
Serum metabolomics profiling in head and neck squamous cell carcinoma: a multicentre diagnostic study.

BACKGROUND: Head and neck squamous cell carcinoma (HNSCC) is frequently diagnosed at advanced stages...

Jul 2026 42442328
Machine Learning for Predicting Ki-67 Expression in Renal Tumors: A Systematic Review And Meta-Analysis.

RATIONALE AND OBJECTIVES: To systematically evaluate the diagnostic performance of machine learning ...

Jul 2026 42443009
Novel application of attention-enhanced hybrid efficient net for multi-scale histopathological cancer classification.

Examination of high-resolution whole-slide images requires an analysis of the histopathological imag...

Jul 2026 42443364
A Multimodal, Multitask Prediction Framework for Diagnosis and Prognosis of Clear Cell Renal Cell Carcinoma.

The purpose of this study is to develop and validate a multimodal, multitask prediction framework fo...

Jul 2026 42443645
Tissue-Preserving Artifact Quality Control for Whole-Slide Computational Pathology.

Reliable whole-slide imaging (WSI) analysis depends on diagnostic models, but it also depends on ima...

Jul 2026 42443653
Deep learning single-cell analysis for cytologic evaluation of oral potentially malignant disorders.

Oral potentially malignant disorders (OPMDs) such as leukoplakia and erythroplakia may harbor dyspla...

Jul 2026 42437755
Reframing Response in Neoadjuvant Chemotherapy for Ovarian Cancer: Integrating Molecular and Functional Biomarkers.

BACKGROUND: Neoadjuvant chemotherapy (NACT) is an established treatment strategy for advanced epithe...

(1)
Jul 2026 42437630
AFMap-UNet enables accurate nuclear segmentation of atomic force microscopy images with minimal training data.

Nuclear mechanical properties influence transcription and cell signaling. Atomic Force Microscopy (A...

(2)
Jul 2026 42437771
Specimen quality shapes the actionable genomic landscape in comprehensive cancer genomic profiling.

Comprehensive genomic profiling (CGP) is widely used to identify actionable alterations and guide pr...

Jul 2026 42436136
A simulated dataset and evaluation framework for assessing AI detection limits in digital holographic microscopy.

The integration of artificial intelligence (AI) with digital holographic microscopy (DHM) is transfo...

Jul 2026 42436269
Geometric-aware deep learning for deciphering tissue structure from spatially resolved transcriptomics.

Recent advances in spatially resolved transcriptomics have enabled large-scale measurement of gene e...

Jul 2026 42436296
A novel attention mechanism for noise-adaptive and robust segmentation of microtubules in microscopy images.

BACKGROUND: Segmenting cytoskeletal filaments in microscopy images is essential for studying their r...

(1)
Jul 2026 42436373
Deep learning-based classification of gh-secreting pituitary neuroendocrine tumors granulation patterns using H&E-stained histopathology.

Accurate classification of granulation patterns in growth hormone-secreting pituitary neuroendocrine...

Jul 2026 42436482
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