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Infection control / Modes of transmission

Latest AI and machine learning research in infection control / modes of transmission for healthcare professionals.

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Showing 101-120 of 5,474 articles

Explainable machine learning deciphers and quantifies material-microbe-methane pathways in zero-valent iron-enhanced anaerobic digestion.

Zero-valent iron (ZVI) has been widely applied to enhance methane recovery in anaerobic digestion (AD), but how ZVI material properties and operating conditions are transmitted through microbial communities to alter methane output remains poorly quantified, limiting rational selection and optimization across substrates. Here, we constructed a cross-study database integrating ZVI material descripto...

Jul 6 2026 42407233

Physics-guided framework for climate dependent disease prediction: coupling compartment model with deep learning.

BACKGROUND: Influenza-like illness (ILI) serves as a representative climate dependent disease due to its climate sensitivity, widespread transmission, and significant impact on public health and societal functioning, highlighting the urgent need for reliable ILI prediction techniques that combine climate factors to support effective prevention and intervention. Existing compartmental model-based m...

Jul 6 2026 42410396
Machine Learning-Enabled Image Analysis of Complex Chemical Mixtures: Synthetic Urine Droplets as a Test System.

Dried droplet deposits encode compositional information through evaporation-driven self-organization, offering a potential low-cost sensing modality f...

Jul 3 2026 42396863
A Synergistic Process Optimization and Data-Driven Modeling Strategy for Unraveling and Enhancing the Low-Light Response in Back-Contact Solar Cells.

The interdigitated back contact (IBC) structure offers high efficiency potential for crystalline silicon solar cells, yet its low-light performance (L...

Jul 3 2026 42397161
High-resolution real-time mechanochromic tactile sensors.

High-resolution, real-time tactile sensing is essential for robotic tasks that demand accurate, dynamic detection of contact morphology and pressure d...

Jul 3 2026 42397916
Hepatitis B virus spreading via Beddington-DeAngelis incidence function and feed-forward neural network with optimal control.

Using an appropriate mathematical model, this study aims to examine the transmission dynamics and optimal control of hepatitis B virus spreading, empl...

Jul 2 2026 42390989
Deep learning-enabled microfluidic digital PCR platform for efficient seven-color quantification.

Digital PCR (dPCR), as a high-sensitivity technology for absolute nucleic acid quantification, holds significant value in biomedical research and envi...

Jul 2 2026 42389886
Climate extremes, WASH deficits, and infectious diseases in the Brazilian Amazon: Insights from explainable machine learning (2010-2022).

Infectious diseases transmitted through environmentally mediated faecal-oral pathways and climate-sensitive vector-borne routes remain major public he...

Jul 2 2026 42391821
From greasiness to creaminess: multiscale mechanisms, structuring strategies, and AI‑assisted evaluation.

Creaminess and greasiness are key fat-related mouthfeel attributes that contribute to food palatability, yet neither can be predicted reliably from a ...

Jul 1 2026 42381470
Machine learning-aided 3D-AFM for identification of spatial heterogeneity in interfacial solvation structures.

Interfacial solvation structures are crucial in wide-ranging applications, including lubrication and electrochemical energy storage. As the sole techn...

Jul 1 2026 42383412
Impact of feature engineering on predicting non-contact football injuries.

Non-contact injuries in professional football impose significant performance and economic burdens, yet the influence of workload feature representatio...

Jul 1 2026 42387005
Children With Idiopathic Toe Walking Display Different Cortical Activation Patterns When Interpreting Tactile Sensation.

Idiopathic toe walking (ITW) is a diagnosis given to children who walk with an absence of heel strike in the contact phase of the gait cycle, who are ...

Jul 1 2026 42304737
DeepSSInter: Protein-protein contact prediction with a structure-aware protein language model.

Accurate prediction of the interface residue-residue contacts between interacting proteins is valuable for determining the structure and function of p...

Jul 1 2026 42316773
Rapid whole-genome sequencing of Plasmodium DNA from cryptic malaria cases in UK travellers provides insights into infection origins, transmission and antimalarial resistance.

BACKGROUND: The UK reports approximately 2000 imported malaria cases annually, necessitating effective surveillance to determine infection sources and...

Jun 30 2026 41989089
Climate variability and COVID-19 non-pharmaceutical interventions shaped dengue transmission in Guangdong: an integrated modeling study.

Dengue fever is a major climate-sensitive mosquito-borne disease shaped by both environmental conditions and human behavior. We quantified the combine...

Jun 30 2026 42380422
AI-Assisted Automated Two-Stage Patch Test Interpretation System Using Vision Transformer.

BACKGROUND: Patch testing, the gold standard for allergic contact dermatitis (ACD) diagnosis, suffers from inter-observer variability. We developed a ...

Jun 29 2026 42366867
Deep learning-enabled self-powered bimodal flexible sensor for intelligent access control.

In the era of digital transformation characterized by the deep integration of artificial intelligence and the Internet of Things, human-machine intera...

Jun 29 2026 42372767
Developing a binary communication protocol between biological neural networks using virtual white matter.

Biological neural networks (BNNs) are composed of interconnected neurons, where a single neuron may connect to thousands of other neurons, and this in...

Jun 29 2026 42372793
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....

Jun 29 2026 42373310
Spatiotemporal genomic analysis and risk assessment of the plasmids carrying blaOXA-48-like genes based on a large-scale international dataset.

BACKGROUND: The spread of OXA-48-like carbapenemases represents a major public health challenge. Although previous studies have investigated OXA-48-li...

Jun 27 2026 42365253
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