Pathology

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

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Development and Deployment of a Machine Learning Model to Triage the Use of Prostate MRI (ProMT-ML) in Patients With Suspected Prostate Cancer.

BACKGROUND: Access to prostate MRI remains limited due to resource constraints and the need for expe...

Nov 2025 41186967
A multi-task deep learning framework for intraoperative diagnosis of thyroid cancer metastasis using whole slide images.

BACKGROUND: Lymph node metastasis (LNM) is a critical prognostic indicator in papillary thyroid carc...

Nov 2025 41237514
Temporal dynamics and predictive modeling of oral epithelial dysplasia features during carcinogenesis.

OBJECTIVE: To investigate the temporal evolution and predictive value of individual histopathologica...

Nov 2025 41240685
Few-shot learning and explainable AI for colon cancer histopathology: A prototypical network with multi-technique interpretability.

BACKGROUND: Colon cancer diagnosis from histopathology is challenging due to limited annotated data ...

Nov 2025 41232395
Deep learning for accurate tumour volume measurement and prediction of therapy response in paediatric osteosarcoma.

OBJECTIVES: To assess treatment response in osteosarcoma, two automated convolutional neural network...

Nov 2025 41176552
Malignant pleural mesothelioma classification and survival prediction with CT imaging using ResNet.

OBJECTIVES: This study aims to achieve accurate differentiation of malignant pleural mesothelioma (M...

Oct 2025 41168494
Integrated multi-task learning framework for hepatocellular carcinoma segmentation and histological grading using fused multi-phase MRI.

OBJECTIVE: This study aims to develop and validate an integrated multi-task framework for hepatocell...

Oct 2025 41160193
Xception Convolutional Deep Maxout Network for Enhanced Breast Cancer Classification Using Histopathological Images.

Globally, breast cancer represents the leading cancer type, with millions of women impacted annually...

Oct 2025 41147717
Machine learning-assisted characterization of cervid skin tissues with chronic wasting disease by nano-enabled Raman spectroscopic biosensing.

Chronic wasting disease (CWD) is a contagious neurodegenerative disease in cervids and its spread th...

Oct 2025 41334461
Histopathology-based Artificial Intelligence Algorithms for the Prediction of Prostate Cancer Metastasis After Radical Prostatectomy.

BACKGROUND AND OBJECTIVE: Multimodal artificial intelligence (AI) algorithms have been validated to ...

Oct 2025 41136278
The effect of AI assistance timing on performance and user perceptions in pathological slide diagnosis.

This study evaluated three timing strategies for delivering AI assistance in pathological slide diag...

Oct 2025 41138508
Deep Learning-Based Motion-Compensated Reconstruction for Accelerating 4-Dimensional Magnetic Resonance Fingerprinting.

PURPOSE: To develop and validate DeepMocor, a deep learning-based method for motion-compensated 4-di...

Oct 2025 41138788
Utility of the PROSTest, a Novel Blood-Based Molecular Assay, Versus PSA for Prostate Cancer Stratification and Detection of Disease.

BACKGROUND: Prostate cancer (PCa) is the most common solid organ cancer in men and the fifth leading...

Oct 2025 41129487
Investigating the potential of combining Raman spectroscopy and machine learning for gestational age classification in rat cervical tissue.

Spontaneous preterm birth (SPB) is a leading cause of neonatal morbidity and mortality worldwide. It...

Oct 2025 41176859
Artificial Intelligence and Radiogenomics for Pediatric CNS Neoplasms.

The 5th edition of the WHO CNS tumor classification (2021) emphasizes molecular alterations, especia...

Oct 2025 41274766
AI-assisted basal cell carcinoma diagnosis with LC-OCT: A multicentric retrospective study.

BACKGROUND: Basal cell carcinoma (BCC) is the most common skin cancer, requiring an early diagnosis ...

Oct 2025 41109970
Multidimensional Artificial Intelligence-Based Cancer Progression Prediction in Oral Leukoplakia.

Oral cancer often develops from oral potentially malignant disorders. Oral leukoplakia (OL) is the m...

Oct 2025 41108137
Unveiling manganese metabolism-related biomarkers in Alzheimer's disease: Insights into diagnosis and therapeutic targets.

BACKGROUND: Alzheimer's disease (AD), a neurodegenerative disorder with multifactorial etiologies, h...

Oct 2025 41115648
Amplification-free detection of mycoplasma pneumoniae via CRISPR-Cas12a and deep learning-optimized crRNAs on a lateral flow platform.

Accurate and rapid diagnosis of Mycoplasma pneumoniae infection is essential for reducing its signif...

Oct 2025 41129856
Accelerating 2D Kidney Magnetic Resonance Fingerprinting Using Deep Learning Based Tissue Quantification.

BACKGROUND: Magnetic Resonance Fingerprinting (MRF) is a technique that can provide rapid quantifica...

Oct 2025 41085013
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