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Universal precautions

Latest AI and machine learning research in universal precautions for healthcare professionals.

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A computational method to design broad-spectrum T cell-inducing vaccines applied to Betacoronaviruses.

Antigenically diverse pathogens such as coronaviruses pose substantial global health threats, highlighting the need for broad-spectrum vaccines. Here, we introduce Spectravax, a computational method that designs broad-spectrum vaccines accounting for genetic diversity in both host and pathogen populations. Using Spectravax, we designed a nucleocapsid (N) antigen to elicit cross-reactive immune res...

Jun 29 2026 42372721

Bacterial keratitis: a global review of current practices, challenges and innovations.

Bacterial keratitis is a major cause of corneal blindness worldwide, with marked differences in clinical presentation and risk factors across regions. In high-income countries, contact lens use is the leading risk factor, while in low- and middle-income countries, trauma-related infections are more prevalent. Management relies on timely diagnosis and sensitivity-guided topical antibiotic therapy. ...

Jun 29 2026 42373310
Deep learning analysis of 12-lead electrocardiograms for bloodstream infection prediction: a multi-center validation study.

BACKGROUND: Prompt diagnosis of bloodstream infections (BSIs) is critical for antimicrobial stewardship but hindered by blood culture delays of 48 h o...

Jun 29 2026 42374403
Exploring feature limitations in antimicrobial resistance prediction: machine learning and deep learning in A. baumannii.

Antimicrobial resistance phenotype prediction (AMRPP) provides a computational alternative to conventional susceptibility testing. While most studies ...

Jun 28 2026 42366192
Enhancing the severity classification of tomato plant epidemic pathogens using adaptive segmentation of mask RCNN and multiscale recurrent MobileNet.

Tomatoes are the most significant and widely consumed crops globally. Leaf diseases cause an important threat to crop production and quality. Further,...

Jun 26 2026 42362596
Artificial intelligence-based prediction of diseases among homeless populations in Bogotá: Implications for targeted interventions.

BACKGROUND: The homeless population in Bogotá exhibits complex social and health vulnerabilities, with a high prevalence of chronic and communicable d...

Jun 26 2026 42361024
Application value and challenges associated with plasma cell-free DNA metagenomic sequencing technology in the diagnosis of infections in patients with hematological disorders.

In patients with hematological disorders, the high risk of complex infections caused by immune dysfunction and intensive therapies poses a major chall...

Jun 25 2026 42367641
Protocols for genomic epidemiology and source attribution of enteric bacteria causing diarrhoeal disease across Africa.

INTRODUCTION: Enteric bacterial pathogens are a major cause of diarrhoeal disease in low-income and middle-income countries, with complex transmission...

Jun 25 2026 42350010
Diagnosis of Small Focal Liver Lesions (≤2 cm): A Deep Learning Approach Based on B-Mode Ultrasound and Contrast-Enhanced Ultrasound.

BACKGROUND: To develop and validate a deep learning (DL) model based on feature fusion with B-mode ultrasound (BMUS) and contrast enhanced ultrasound ...

Jun 25 2026 42350195
Dynamic gut microbiota shift in chronic liver disease progression: machine learning models and the E/Er ratio as a predictive biomarker.

BACKGROUND: Chronic liver disease (CLD) and its progression to compensated cirrhosis (CC), decompensated cirrhosis (DC), and acute-on-chronic liver fa...

Jun 25 2026 42351186
Viral Infections and Neurodegenerative Diseases: Reinterpreting the Crosstalk Through a Dual-Role Lens.

Neurodegenerative diseases (NDDs) are multifactorial disorders with increasing evidence implicating viral infections in their pathogenesis. However, c...

Jun 24 2026 42340456
Deep learning integrated plasmonic electrochemical sensing for fast and accurate pathogen detection.

The development of plasmonic electrochemical biosensors using the new generation of deep learning algorithms is a potent pathway toward the troublesom...

Jun 24 2026 42342751
Compartmentalized biomarker correlations in HIV: plasma-CSF relationships vary by blood-brain/blood-CSF barrier permeability and viral suppression.

Neuroinflammation is common in people with HIV (PWH) and may be reflected also in plasma biomarkers; the latter are sometimes used as surrogates for C...

Jun 24 2026 42337350
Forecasting monthly hepatitis B cases in China: a nationwide comparative study based on surveillance data.

BACKGROUND: Robust forecasting of hepatitis B trends is important for long-term surveillance and public health planning in China. However, evidence re...

Jun 23 2026 42337522
Network analysis reveals that bHLH transcription factors positively regulate rice resistance to Magnaporthe oryzae.

Transcription factors (TFs) and nucleotide-binding leucine-rich repeat (NLR) genes are core components of the immune response in rice against Magnapor...

Jun 23 2026 42332560
Dual-Recognition AIEgens-Lysozyme Assemblies for Interpretable Machine Learning-Enabled Sensor Arrays: Toward Rapid and Transparent Surveillance of Microbial Threats.

Array-based sensing technology holds immense potential for the rapid identification of pathogenic bacteria. Nevertheless, developing a universal strat...

Jun 22 2026 42329843
Multidimensional Pathogen Fingerprinting via DNA Scaffold-Confined Enzymatic Synthesis of Silicon Quantum Dots.

Accurate and highly sensitive detection of pathogenic bacteria is essential to public health. Conventional biosensors often rely on bulk signal amplif...

Jun 22 2026 42331635
Effectiveness of screening protocols to reduce MRSA colonization in a pediatric hospital.

BACKGROUND: Methicillin-resistant Staphylococcus aureus (MRSA) is a major nosocomial pathogen that can be carried asymptomatically or cause invasive i...

Jun 20 2026 42323158
Engineered Neutrophils in Translational Medicine: Gene Editing, Nanotechnology, and AI-Driven Clinical Breakthroughs.

Engineered neutrophils, modified via advanced biotechnological tools, are emerging as pivotal agents in translational medicine. By integrating gene ed...

Jun 20 2026 42322170
Hepatology e-consult responses generated by artificial intelligence demonstrate accuracy but require human oversight.

BACKGROUND: Electronic consultations (e-consults) improve specialist access but burden providers. We developed LiVersa, a customized large language mo...

Jun 19 2026 42319138
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