Pathology

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

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Anatomically adaptive feature-wise linear modulation for deep learning-based low-dose CT denoising.

Low-dose computed tomography (LDCT) reduces radiation dose but, introduces heterogeneous noise ...

Jul 2026 42425148
Deep learning-based classifier for malignant plasma cell identification in myeloma.

Multiple myeloma (MM) displays significant genetic heterogeneity, making it challenging to distingui...

(3)
Jul 2026 42426241
Current progress and future directions of intraoperative frozen section for spread through air spaces in lung cancer.

Spread through air spaces (STAS) is a recently recognized pattern of invasion in lung cancer that is...

(4)
Jul 2026 42426429
Automated identification of keratinocyte cancers in pathology reports using large language models.

Keratinocyte cancers (KCs) are the most prevalent cancers in white-skinned individuals, yet remain u...

Jul 2026 42424371
Interpretable machine learning with Bayesian optimization for bond strength prediction of steel reinforcement in geopolymer concrete.

Accurate estimation of bond strength between steel reinforcement and geopolymer concrete is essentia...

Jul 2026 42424265
STAG: Biologically guided spatial transcriptomics prediction via hypergraph learning.

Spatial transcriptomics (ST) enables spatially resolved gene expression profiling within intact tiss...

Jul 2026 42425050
Spotlight on challenges and novel methods in highly multiplexed tissue imaging-based spatial proteomics.

BACKGROUND: Tissue microenvironment heterogeneity, including cellular composition, functional states...

(1)
Jul 2026 42421047
DFCE-KanT: Predicting Spatial Gene Expression from Histology Images via Contrastive Learning.

MOTIVATION: Spatial transcriptomics (ST) can quantitatively characterize the spatial molecular profi...

(5)
Jul 2026 42421216
AI derived Whole-Body MRI metrics in multiple myeloma patients reveal unique insights into body composition and outcomes.

Patients with multiple myeloma are frequently exposed to prolonged, multi-line and multi-drug treatm...

(2)
Jul 2026 42418394
SpiderMass ambient mass spectrometry and multimodal machine learning enable ex vivo ovarian cancer typing and exploratory immunoscoring.

Complete cytoreductive surgery remains one of the strongest determinants of outcome in ovarian cance...

Jul 2026 42419565
Anatomically Localized Detection of Six Acute Abdominal Emergencies on CT Using Multi-window Deep Learning: Development and Validation.

The purpose of this study is to develop and retrospectively validate a deep learning system for the ...

Jul 2026 42420647
Data-scarce transfer learning fusion for positron emission tomography and computed tomography guided lung biopsy.

OBJECTIVES: We developed a transfer learning-based multimodal fusion deep learning model integrating...

(1)
Jul 2026 42412121
AI-Powered Discovery of Rosmarinic Acid as a Novel Ferroptosis Inhibitor for Ulcerative Colitis via Targeting the ALOX15-VDAC1 Axis.

Ulcerative colitis (UC) is a chronic inflammatory bowel disease with limited mechanism-based therapi...

(1)
Jul 2026 42422585
Integrative analyses reveal the evolution of the Old World Swallowtail in the Palearctic.

Based on a dataset of 585 samples originating from across the Palearctic region and four genes (COI,...

Jul 2026 42418432
Cracking the code of heatstroke: new insights into diagnosis and pathological mechanisms.

As global temperatures continue to rise, the incidence and mortality rates of heatstroke (HS) have s...

Jul 2026 42412186
HyCANet: a hybrid convolutional-attention network with cross-attention fusion for lung cancer histopathological classification.

Histopathology interpretation of lung cancer involves careful examination of tissue morphology, espe...

Jul 2026 42414443
An Interpretable AI System for Oral Leukoplakia Progression: From Early Screening to Lesion Delineation.

Oral potentially malignant disorders (OPMDs), particularly leukoplakia, represent critical precursor...

Jul 2026 42414555
Mantle cell lymphoma artificial intelligence prognostic index using hematoxylin and eosin histology.

The clinical course of Mantle Cell Lymphoma (MCL) varies between individual patients. Early detectio...

Jul 2026 42414604
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