Pathology

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

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Measuring Cell Dimensions in Fission Yeast Using Machine Learning.

In fission yeast (Schizosaccharomyces pombe), cell length is a crucial indicator of cell cycle progr...

Jan 2025 39527191
Cancer-Associated Lymphoid Aggregates in Histology Images: Manual and Deep Learning-Based Quantification Approaches.

Quantification of lymphoid aggregates including tertiary lymphoid structures (TLS) with germinal cen...

Jan 2025 39527225
Deep Learning Applied to Diffusion-weighted Imaging for Differentiating Malignant from Benign Breast Tumors without Lesion Segmentation.

Purpose To evaluate and compare the performance of different artificial intelligence (AI) models in ...

Jan 2025 39565222
Computerized Decision Support System and Fuzzy Logic Rules for Early Diagnosis of Pesticide-Induced Diseases.

Many reflexologists employ outdated concepts that do not align with modern anatomy, physiology, and ...

Jan 2025 39612267
Superficial Fungal Infections and Artificial Intelligence: A Review on Current Advances and Opportunities: REVISION.

BACKGROUND: Superficial fungal infections are among the most common infections in world, they mainly...

Jan 2025 39775855
From Pixels to Prognosis: Artificial Intelligence and Machine Learning Models in Brain Tumour Mutation Prediction.

Brain tumours are a leading cause of death and disability, impacting individuals across all ages, ge...

Jan 2025 39828849
Bayesian-optimized deep learning for identifying essential genes of mitophagy and fostering therapies to combat drug resistance in human cancers.

Dysregulated mitophagy is essential for mitochondrial quality control within human cancers. However,...

Jan 2025 39834330
Could metabolic imaging and artificial intelligence provide a novel path to non-invasive aneuploidy assessments? A certain clinical need.

Pre-implantation genetic testing for aneuploidy (PGT-A) via embryo biopsy helps in embryo selection ...

Jan 2025 39874158
Contrastive Neuron Pruning for Backdoor Defense.

Recent studies have revealed that deep neural networks (DNNs) are susceptible to backdoor attacks, i...

Jan 2025 40031528
Deep Learning-Based Image Restoration and Super-Resolution for Fluorescence Microscopy: Overview and Resources.

Fluorescence microscopy is a key method for the visualization of cellular, subcellular, and molecula...

Jan 2025 40220224
Creating Chemiluminescence Signature Arrays Coupled with Machine Learning for Alzheimer's Disease Serum Diagnosis.

Although omics and multi-omics approaches are the most used methods to create signature arrays for l...

Jan 2025 40357359
HisynSeg: Weakly-Supervised Histopathological Image Segmentation via Image-Mixing Synthesis and Consistency Regularization

Tissue semantic segmentation is one of the key tasks in computational pathology. To avoid the expe...

Segmentation of Muscularis Propria in Colon Histopathology Images Using Vision Transformers for Hirschsprung's Disease

Hirschsprung's disease (HD) is a congenital birth defect diagnosed by identifying the lack of gang...

Uncertainty Quantified Deep Learning and Regression Analysis Framework for Image Segmentation of Skin Cancer Lesions

Deep learning models (DLMs) frequently achieve accurate segmentation and classification of tumors ...

[Research progress on endoscopic image diagnosis of gastric tumors based on deep learning].

Gastric tumors are neoplastic lesions that occur in the stomach, posing a great threat to human heal...

Dec 2024 40000222
Text-Driven Tumor Synthesis

Tumor synthesis can generate examples that AI often misses or over-detects, improving AI performan...

Analysis of Transferred Pre-Trained Deep Convolution Neural Networks in Breast Masses Recognition

Breast cancer detection based on pre-trained convolution neural network (CNN) has gained much inte...

MRANet: A Modified Residual Attention Networks for Lung and Colon Cancer Classification

Lung and colon cancers are predominant contributors to cancer mortality. Early and accurate diagno...

Emerging Security Challenges of Large Language Models

Large language models (LLMs) have achieved record adoption in a short period of time across many d...

PINN-EMFNet: PINN-based and Enhanced Multi-Scale Feature Fusion Network for Breast Ultrasound Images Segmentation

With the rapid development of deep learning and computer vision technologies, medical image segmen...

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