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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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Towards sustainable management of Xylella fastidiosa vectors: An annotated image dataset for automated in-field detection of Aphrophoridae foam.

Insects feeding on xylem sap, such as adult Aphrophoridae spittlebugs, are vectors of the plant pathogenic xylem-limited bacterium Xylella fastidiosa (Xf), a causal agent of a number of severe diseases, including the Olive Quick Decline Syndrome (OQDS), which has decimated olive trees in the Mediterranean region. The Aphrophoridae life cycle and behaviour feature a weak stage, known as the juvenil...

Jan 19 2026 41646531

AI-Guided Droplet Microreactors Enable Rapid and Reproducible Protein Crystallization.

Protein crystallization is essential for macromolecular structure determination, which in turn enables advances in drug discovery, enzyme engineering, and functional biology. However, conventional crystallization methods require large sample volumes, extensive screening, and long incubation times, while often yielding irreproducible results. Microfluidic droplets reduce reagent use and enable high...

Jan 19 2026 41552976
Automation of Fluorescence-Activated Droplet Release by Deep-Learning-Based Droplet Detector.

Droplet-based microfluidics enables miniaturized, high-throughput biochemical assays but faces challenges in selective droplet retrieval, particularly...

Jan 19 2026 41553883
Quantifying women's water polo overhead movement volumes using inertial measurement units and machine learning techniques: a cross-sectional study.

Water polo upper limb external monitoring is not routinely used yet is important in modifying injury risk as shooting volume and intensity are associa...

Jan 19 2026 41554918
Multi-task non-contact ballistocardiogram-based vital signs monitoring in acupuncture.

The study introduces an innovative approach for efficient vital signs monitoring in acupuncture by combining multi-channel ballistocardiogram (BCG) si...

Jan 17 2026 41548353
Stratification of viral shedding patterns in saliva of COVID-19 patients.

Living with COVID-19 requires continued vigilance against the spread and emergence of variants of concern (VOCs). Rapid and accurate saliva diagnostic...

Jan 16 2026 41543519
Diagnostic Accuracy of the National Library of Medicine (NLM) Screener Application in Screening for Malaria Parasites Among Blood Donors at the Korle-Bu Blood Bank, Ghana: A Cross-Sectional Study.

BACKGROUND AND AIMS: Malaria is a deadly disease spread through the bite of an infected female Anopheles mosquito and remains the leading cause of mor...

Jan 16 2026 41550292
A Machine Learning-Based Dynamic SST Index for Long-Lead Malaria Prediction in the Peruvian Amazon.

Malaria imposes a major health burden in the Peruvian Amazon, and its early warning is essential for effective disease prevention. The tropical sea su...

Jan 16 2026 41550461
Crystal Orientation and Defect Mapping in Electron-Beam-Sensitive Zeolites with Near-Axis Transmission Kikuchi Diffraction.

Porous materials are vital in catalysis, energy conversion, and environmental remediation. Understanding structural heterogeneity in zeolites is key t...

Jan 15 2026 41539860
Bioinspired Janus Triboelectric Surface Enabled by Laser-Patterned Oxidation.

Amid growing resource scarcity and sustainability demands, water vapor emitted from cooling towers is shifting from a neglected industrial byproduct t...

Jan 14 2026 41532522
Accelerated Discovery of Topological Conductors for Nanoscale Interconnects.

The sharp increase in resistivity of copper interconnects at ultra-scaled dimensions threatens the continued miniaturization of integrated circuits. T...

Jan 14 2026 41532606
On-chip characterization of cell mechanics assisted by external physical fields and artificial intelligence.

Traditional microfluidic chips for single-cell mechanical characterization face challenges such as cell aggregation and low throughput, limiting their...

Jan 14 2026 41532721
Chronic stress raises baseline circulating corticosterone and reduces vocal plasticity in male budgerigars, an avian model for adult vocal learning.

Chronic stress affects cognitive function across many domains, including memory, decision making and learning. While the effects of early-life stress ...

Jan 14 2026 41538908
Non-contact identification of opportunistic pathogens in mixed biofilm contaminations by hyperspectral imaging.

BACKGROUND: Biofilms are present on almost all surfaces in households, healthcare and medical equipment, foods, industrial and water supply systems, a...

Jan 13 2026 41611409
Design of an AI-assisted autonomous orchard sprayer with dual spraying mechanisms.

BACKGROUND: This study presents the design, development, and field evaluation of Vabot, an artificial intelligence (AI)-powered, fully electric autono...

Jan 10 2026 41517988
Machine learning enables rapid assessment of potential cetacean health indicators.

Cetaceans are important ecosystem sentinels but face growing threats from major disease-related mortality events expected to intensify under climate c...

Jan 8 2026 41512337
Spoof Surface Plasmon Polariton Enabled Flexible e-Skin for Cross-Media Proximity Sensing and Material Identification.

With the increasing deployment of intelligent robotics in medical rehabilitation and elderly care, sensing modalities and functionalities eventually b...

Jan 5 2026 41489375
A droplet digital LAMP-based lab-on-a-disc system for multiplex allele-specific detection of tumor-derived DNA mutations.

The absence of accurate, rapid, fully automated, and cost-effective detection methods has hindered the clinical translation of tumor-derived DNA mutat...

Jan 2 2026 41500045
Unraveling the molecular mechanisms of air pollution-induced lung adenocarcinoma through machine learning, network toxicology, and molecular docking.

OBJECTIVE: Airborne environmental contaminants are established carcinogens. This investigation elucidates the mechanistic contributions to pulmonary a...

Dec 31 2025 41478005
Most important predictors of father-child contact in the U.S. child welfare system: A machine learning approach.

BACKGROUND: Little attention has been paid to comprehensively understanding multisystem-level factors that promote father involvement in the context o...

Dec 29 2025 41468725
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