Pathology

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

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An interpretable machine learning model for predicting prognosis of medulloblastoma integrating genetic and clinical features.

BACKGROUND: Medulloblastoma (MB), the most common malignant pediatric brain tumor, lacks prognostic ...

Mar 2026 41807642
Meta learning optimized TabNet for small sample repeat prostate biopsy prediction.

PURPOSE: Repeat prostate biopsy prediction remains limited by small patient cohorts that constrain a...

Mar 2026 41807867
Leveraging proteomics and machine learning for mechanism and biomarker discovery on glioma progression and transformation: from LGG to GBM.

BACKGROUND: Glioma was the most common malignant tumor of the central nervous system in adults. Low-...

Mar 2026 41807981
A targeted proteomics assay for the preoperative diagnosis of thyroid nodules.

Accurate preoperative diagnosis of thyroid nodules via fine-needle aspiration (FNA) biopsy remains c...

Mar 2026 41812663
Machine learning-based prognostic prediction for cutaneous malignant melanoma patient survival.

BACKGROUND: Cutaneous malignant melanoma (CMM) is a highly malignant tumor that necessitates early d...

Mar 2026 41804614
Quantification of Ki-67 labeling index in pediatric brain tumor immunohistochemistry images.

Quantification of the Kiel 67 (Ki-67) labeling index (LI) is critical for assessing proliferation an...

(1)
Mar 2026 41806389
A nine-gene diagnostic model for IgA nephropathy based on multi-cohort machine learning: integrating gene expression and immunohistochemical validation.

IgA nephropathy (IgAN) is the most common primary glomerulonephritis, requiring improved diagnostic ...

Mar 2026 41803714
Pathology Public Datasets for Artificial Intelligence: A Systematic Review.

Histopathology plays a crucial role in the diagnosis of many diseases, especially cancers, for which...

(1)
Mar 2026 41803518
Revolutionizing hepatic fibrosis staging: A machine learning approach combining clinical, biochemical, and microbiome insights.

Non-alcoholic Steatohepatitis (NASH) is a common disease that not only affects adults but has also b...

Mar 2026 41806697
LRF-UNet: Low-Rank Factorized Convolution Deep-Learning Networks for Visceral Adipose and Muscle Tissue Segmentation in Abdominal Computed Tomography Image.

Quantitative analysis of skeletal muscle (SM) and visceral adipose tissue (VAT) cross-sectional volu...

Mar 2026 41801305
Combined hepatocellular-cholangiocarcinoma: a contemporary pathologic and molecular perspective.

Combined hepatocellular cholangiocarcinoma (cHCC-CCA) is a rare primary liver carcinoma characterize...

Mar 2026 41802450
Integrating machine learning with SHAP to uncover multi-tissue molecular signatures in Osteoarthritis progression.

Osteoarthritis (OA) is a chronic joint disorder characterized by pain, reduced mobility, and structu...

(1)
Mar 2026 41801977
Frequency-Aware Feature Fusion Driven Multimodal Cell Microscopic Image Segmentation Framework.

Multimodal cell microscopic image segmentation is a core component of high-content imaging and analy...

Mar 2026 41797365
Estimating proton density fat fraction using computed tomography attenuation in skeletal muscle and adipose tissue in a prospective clinical cohort.

BACKGROUND: Proton density fat fraction (PDFF) measured using magnetic resonance imaging (MRI) is co...

Mar 2026 41802496
Adaptive diagnostic reasoning framework for pathology with multimodal large language models.

BACKGROUND: Artificial intelligence enhances pathology screening efficiency, yet clinical adoption r...

Mar 2026 41794962
Microscopic detection of nematodes in entomopathogenic nematode-enriched samples using a lightweight deep learning model.

Automated detection of entomopathogenic nematodes (EPNs) is increasingly important in biological con...

Mar 2026 41796953
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