Pathology

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

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Predicting lymph node recurrence in cT1-2N0 tongue squamous cell carcinoma: collaboration between artificial intelligence and pathologists.

Researchers have attempted to identify the factors involved in lymph node recurrence in cT1-2N0 tong...

Sep 2024 39159053
From organs to algorithms: Redefining cancer classification in the age of artificial intelligence.

Traditional cancer classification based on organ of origin and histology is increasingly at odds wit...

Sep 2024 39206604
Predicting spatially resolved gene expression via tissue morphology using adaptive spatial GNNs.

MOTIVATION: Spatial transcriptomics technologies, which generate a spatial map of gene activity, can...

Sep 2024 39230702
DIC2Abaqus: Calculating mixed-mode stress intensity factors from 2D and 3D-stereo displacement fields

Integrating experimental data into simulations is crucial for predicting material behaviour, espec...

[Opportunities and expectations brought by artificial intelligence assisted peripheral blood cell morphology examination].

The morphological examination of blood cells under manual microscopes is a classic method, but the o...

Aug 2024 39168838
Interpretable breast cancer classification using CNNs on mammographic images

Deep learning models have achieved promising results in breast cancer classification, yet their 'b...

Deep Learning Based Automatic Fibroglandular Tissue Segmentation in Breast Magnetic Resonance Imaging Screening.

In light of the global increase in breast cancer cases and the crucial importance of the density of ...

Aug 2024 39176577
Explaining Deep Learning Models Applied in Histopathology: Current Developments and the Path to Sustainability.

The digital pathology landscape is in continuous expansion. The digitalization of slides using WSIs ...

Aug 2024 39176960
Machine learning-based analysis identifies and validates serum exosomal proteomic signatures for the diagnosis of colorectal cancer.

The potential of serum extracellular vesicles (EVs) as non-invasive biomarkers for diagnosing colore...

Aug 2024 39168094
Screen Them All: High-Throughput Pan-Cancer Genetic and Phenotypic Biomarker Screening from H&E Whole Slide Images

Many molecular alterations serve as clinically prognostic or therapy-predictive biomarkers, typica...

Focus on Focus: Focus-oriented Representation Learning and Multi-view Cross-modal Alignment for Glioma Grading

Recently, multimodal deep learning, which integrates histopathology slides and molecular biomarker...

Physics-informed graph neural networks for flow field estimation in carotid arteries

Hemodynamic quantities are valuable biomedical risk factors for cardiovascular pathology such as a...

Tissue Classification After Bone-Anchored Hearing Implant Surgery: A Machine Learning Approach to Monitoring Skin Response.

HYPOTHESIS: Here, we aim to 1) expand the available evidence for the use of machine learning techniq...

Aug 2024 38995722
Integrating single-cell transcriptomics and machine learning to predict breast cancer prognosis: A study based on natural killer cell-related genes.

Breast cancer (BC) is the most commonly diagnosed cancer in women globally. Natural killer (NK) cell...

Aug 2024 39098994
Accuracy of an Artificial Intelligence System for Interval Breast Cancer Detection at Screening Mammography.

Background Artificial intelligence (AI) systems can be used to identify interval breast cancers, alt...

Aug 2024 39189901
Pathology Foundation Models

Pathology has played a crucial role in the diagnosis and evaluation of patient tissue samples obta...

TMA-Grid: An open-source, zero-footprint web application for FAIR Tissue MicroArray De-arraying

Background: Tissue Microarrays (TMAs) significantly increase analytical efficiency in histopatho...

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