Infectious Disease

Fungal Infection

Latest AI and machine learning research in fungal infection for healthcare professionals.

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Showing 421-441 of 766 articles
Predicting antifolate resistance in the unculturable fungal pathogen Pneumocystis jirovecii

Pneumocystis jirovecii is a fungal pathogen causing Pneumocystis pneumonia in humans, mainly in immu...

Breaking the culture habit: metagenomic diagnosis of companion animal skin infections

Skin infections have been described as the primary cause for presentation in veterinary small animal...

Predictive models of the genetic bases underlying budding yeast fitness in multiple environments

The ability of organisms to adapt and survive depends on the effects of genes and the environment on...

The Macroevolution of Filamentation Morphology Across the Saccharomycotina Yeast Subphylum

Saccharomycotina yeasts are a highly diverse and widely distributed subphylum of ascomycete fungi th...

Skin lipid chemistry influences host-microbiome-pathogen interactions in snake fungal disease (ophidiomycosis)

Within host-microbiome-pathogen systems, the host chemical microenvironment is often overlooked desp...

Activation status of immune cells in the airway is a defining feature of severe fungal asthma

Airborne fungi are potent inducers of respiratory disease and cause the debilitating conditions seve...

Advances and limitations of artificial intelligence-assisted identification of pathogenic fungi

We developed and tested multiple computer-vision image classifiers, for their ability to identify a ...

Automatic detection of fungiform papillae on the human tongue via Convolutional Neural Networks and identification of the best performing model.

UNLABELLED: Fungiform papillae (FPs) are fundamental for taste perception, as they contain the taste...

Jan 2025 40487194
A Real-Time Plasma Concentration Prediction Model for Voriconazole in Elderly Patients via Machine Learning Combined with Population Pharmacokinetics.

PURPOSE: Voriconazole (VCZ) is a first-line treatment for invasive fungal disease, characterized by ...

Jan 2025 40401163
AI in fungal drug development: opportunities, challenges, and future outlook.

The application of artificial intelligence (AI) in fungal drug development offers innovative strateg...

Jan 2025 40470259
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...

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Jan 2025 39775855
From patterns to prediction: machine learning and antifungal resistance biomarker discovery.

Fungal pathogens significantly impact human health, agriculture, and ecosystems, with infections lea...

Jan 2025 40233418
A Fourfold Pathogen Reference Ontology Suite

Infectious diseases remain a critical global health challenge, and the integration of standardized...

ZIF-90 treats fungal keratitis by promoting macrophage apoptosis and inhibiting inflammatory response

Fungal keratitis is a severe vision-threatening corneal infection with a prognosis influenced by f...

MyData: A Comprehensive Database of Mycetoma Tissue Microscopic Images for Histopathological Analysis

Mycetoma is a chronic and neglected inflammatory disease prevalent in tropical and subtropical reg...

Exploring Fungal Morphology Simulation and Dynamic Light Containment from a Graphics Generation Perspective

Fungal simulation and control are considered crucial techniques in Bio-Art creation. However, codi...

A deep learning-guided automated workflow in LipidOz for detailed characterization of fungal fatty acid unsaturation by ozonolysis.

Understanding fungal lipid biology and metabolism is critical for antifungal target discovery as lip...

(2)
Sep 2024 39132905
No Train, all Gain: Self-Supervised Gradients Improve Deep Frozen Representations

This paper introduces FUNGI, Features from UNsupervised GradIents, a method to enhance the feature...

(2)
Highly accurate classification and discovery of microbial protein-coding gene functions using FunGeneTyper: an extensible deep learning framework.

High-throughput DNA sequencing technologies decode tremendous amounts of microbial protein-coding ge...

(2)
May 2024 39007592
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