Pathology

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

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Showing 2185-2205 of 10,162 articles
Artificial intelligence performance in ultrasound-based lymph node diagnosis: a systematic review and meta-analysis.

BACKGROUND AND OBJECTIVES: Accurate classification of lymphadenopathy is essential for determining t...

Jan 2025 39806293
Determining causal pathogens and inflammatory state of mastitis in dairy cows via Gram staining of precipitates in milk.

Early detection of bovine mastitis-causing pathogens is necessary for treatment. As culturing method...

Jan 2025 39872610
Not seeing the trees for the forest. The impact of neighbours on graph-based configurations in histopathology.

BACKGROUND: Deep learning (DL) has set new standards in cancer diagnosis, significantly enhancing th...

Jan 2025 39794715
Leveraging explainable AI and large-scale datasets for comprehensive classification of renal histologic types.

Recently, as the number of cancer patients has increased, much research is being conducted for effic...

Jan 2025 39799164
A benchmark of deep learning approaches to predict lung cancer risk using national lung screening trial cohort.

Deep learning (DL) methods have demonstrated remarkable effectiveness in assisting with lung cancer ...

Jan 2025 39799226
A Radiomic-Clinical Model of Contrast-Enhanced Mammography for Breast Cancer Biopsy Outcome Prediction.

RATIONALE AND OBJECTIVES: In the USA over 1 million breast biopsies are performed annually. Approxim...

Jan 2025 39799013
Colorectal cancer classification using weakly annotated whole slide images: Multiple instance learning optimization study.

Colorectal cancer (CRC) is considered one of the most deadly cancer types nowadays. It is rapidly in...

Jan 2025 39798507
DP-CLAM: A weakly supervised benign-malignant classification study based on dual-angle scanning ultrasound images of thyroid nodules.

In this paper, a two-stage task weakly supervised learning algorithm is proposed. It accurately achi...

Jan 2025 39979014
A stacking ensemble system for identifying the presence of histological variants in bladder carcinoma: a multicenter study.

PURPOSE: To create a system to enable the identification of histological variants of bladder cancer ...

Jan 2025 39868365
Using XBGoost, an interpretable machine learning model, for diagnosing prostate cancer in patients with PSA < 20 ng/ml based on the PSAMR indicator.

To create a diagnostic tool before biopsy for patients with prostate-specific antigen (PSA) levels <...

Jan 2025 39789130
Virtual Gram staining of label-free bacteria using dark-field microscopy and deep learning.

Gram staining has been a frequently used staining protocol in microbiology. It is vulnerable to stai...

Jan 2025 39772690
Boosting skin cancer diagnosis accuracy with ensemble approach.

Skin cancer is common and deadly, hence a correct diagnosis at an early age is essential. Effective ...

Jan 2025 39779772
Effective BCDNet-based breast cancer classification model using hybrid deep learning with VGG16-based optimal feature extraction.

PROBLEM: Breast cancer is a leading cause of death among women, and early detection is crucial for i...

Jan 2025 39780045
ULM-MbCNRT: In Vivo Ultrafast Ultrasound Localization Microscopy by Combining Multibranch CNN and Recursive Transformer.

Ultrasound localization microscopy (ULM) overcomes the acoustic diffraction limit by localizing tiny...

Jan 2025 38607709
Deep Learning in Ultrasound Localization Microscopy: Applications and Perspectives.

Ultrasound localization microscopy (ULM) is a novel super-resolution imaging technique that can imag...

Jan 2025 39288061
VoxelMorph-Based Deep Learning Motion Correction for Ultrasound Localization Microscopy of Spinal Cord.

Accurate assessment of spinal cord vasculature is important for the urgent diagnosis of injury and s...

Jan 2025 39292568
Graph neural networks in histopathology: Emerging trends and future directions.

Histopathological analysis of whole slide images (WSIs) has seen a surge in the utilization of deep ...

Jan 2025 39793218
Deep learning based approaches for intelligent industrial machinery health management and fault diagnosis in resource-constrained environments.

Industry 4.0 represents the fourth industrial revolution, which is characterized by the incorporatio...

Jan 2025 39774953
Partial-Label Contrastive Representation Learning for Fine-Grained Biomarkers Prediction From Histopathology Whole Slide Images.

In the domain of histopathology analysis, existing representation learning methods for biomarkers pr...

Jan 2025 39012745
MSRMMP: Multi-scale residual module and multi-layer pseudo-supervision for weakly supervised segmentation of histopathological images.

Accurate semantic segmentation of histopathological images plays a crucial role in accurate cancer d...

Jan 2025 39979013
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