Pathology

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

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Comparison of conventional 512-matrix CT images with Swin2SR-based 2048-matrix images in the visualization and diagnosis of lung nodules.

PURPOSE: Clear visualization and diagnosis of lung nodules depend on the spatial resolution of CT im...

Jan 2026 41563664
STF: A Unified Framework for Joint Pixel-Level Segmentation and Tracking of Tissues in Endoscopic Surgery.

Endoscopic minimally invasive surgery relies on precise tissue video segmentation to avoid complicat...

Jan 2026 41564043
Histo-Miner: Deep learning based tissue features extraction pipeline from H&E whole slide images of cutaneous squamous cell carcinoma.

Recent advances in digital pathology have enabled comprehensive analyses of Whole-Slide Images (WSIs...

Jan 2026 41564120
iMCN: information compression-based multimodal confidence-guided fusion network for cancer survival prediction.

The rapid development of deep learning-based computational pathology and genomics has demonstrated t...

Jan 2026 41564441
Transcriptomic profiling and machine learning uncover gene signatures of psoriasis endotypes and disease severity.

BACKGROUND: Despite increased understanding of psoriasis pathogenesis, molecular classification of c...

Jan 2026 41565778
An interpretable deep learning model for predicting endometrial cancer molecular subtypes from H&E-stained slides.

The molecular subtype of endometrial cancer is important for predicting prognosis and treatment effe...

Jan 2026 41565925
Spatial-Spectral Deep Learning for Prostate Cancer Tissue Classification in Infrared Spectroscopy.

Modern methods of infrared (IR) spectroscopy yield full IR absorbance spectra in arrays, forming hyp...

Jan 2026 41566143
Development and validation of an Interpretable Machine learning model for Discriminating between benign and malignant breast cancer.

OBJECTIVE: Breast cancer prognosis depends on early detection. We developed and externally validated...

Jan 2026 41592419
Personalized surveillance in giant congenital melanocytic nevus, including the role of AI, histopathology and MC1R genotyping: A case report.

Giant congenital melanocytic nevi (GCMN) are rare pigmented skin lesions present at birth that carry...

Jan 2026 41624622
Performance validation of a closed loop fully automated AI model for lung nodule stratification in screening cases.

BACKGROUND: Several limitations hinder the effectiveness of human-based lung cancer screening (LCS):...

Jan 2026 41564843
UniCAS: A foundation model for cervical cytology screening.

Cervical abnormality screening is pivotal for prevention and treatment. However, the substantial siz...

Jan 2026 41564861
[Evaluation of an interpretable 12-lead ECG automatic diagnosis model based on deep feature fusion].

OBJECTIVES: To enhance the accuracy and reliability of 12-lead electrocardiogram (ECG) automatic dia...

Jan 2026 41540708
Validation of histopathology-based deep learning algorithms for detection of actionable non-small cell lung cancer biomarkers.

Non-small cell lung cancer (NSCLC) patient management relies on molecular analysis to determine elig...

Jan 2026 41554849
Atomic Defects in Layered Transition Metal Dichalcogenides for Sustainable Energy Storage and the Intelligent Trends in Data Analytics.

Defects in layered transition metal dichalcogenides play a crucial role in the development of high-e...

Jan 2026 41556218
S3RL: Enhancing Spatial Single-Cell Transcriptomics With Separable Representation Learning.

Spatial transcriptomics enables in situ mapping of gene expression, offering insights into tissue or...

Jan 2026 41556263
Novel Aggressive Subtype of Multiple System Atrophy Identified by Unsupervised Machine Learning.

OBJECTIVES: Multiple system atrophy (MSA) is classified into parkinsonian (MSA-P) and cerebellar (MS...

Jan 2026 41556315
Iron Oxide-Based Surface-Enhanced Raman Spectroscopy Bioprobes for Detecting Tumor Cells in Serous Effusion.

Serous effusions, including pleural effusion and ascites, commonly occur in advanced cancers like lu...

Jan 2026 41556715
Noise in the diagnosis of epilepsy by experts.

OBJECTIVE: To measure the relative levels of signal and noise in expert diagnosis of epilepsy. METHO...

Jan 2026 41556879
The Diagnosis and Treatment Technology of Port-Wine Stain, and the Prospect of Future Treatment.

Port-wine stain (PWS) is a congenital capillary malformation with a 0.3-0.5% prevalence. This articl...

Jan 2026 41557111
Prediction of myeloid malignant cells in Fanconi anemia using machine learning.

Fanconi anemia (FA) is an inherited bone marrow failure syndrome with cancer predisposition. Most FA...

Jan 2026 41557613
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