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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 361-380 of 5,474 articles

Automatic Detection of Subcellular-Scale Metabolic Dynamics via Spontaneous-Stimulated Raman Spatial Colocalization.

Cellular structural heterogeneity and low intrinsic contrast in label-free bright-field imaging hinder accurate localization of subcellular structures in nearly transparent specimens, thereby compromising both the precision and reproducibility of spontaneous Raman microscopy. Herein, we present a novel dual-modality, label-free three-dimensional (3D) automatic cell analysis platform that integrate...

Feb 13 2026 41686429

A Scoping Review of Machine Learning Approaches for Predicting Lower Extremity Joint Contact Loads: Current Trends, Common Pitfalls and Future Directions.

Human gait analysis quantifies locomotion and assesses gait performance, particularly for patients with musculoskeletal disorders. While instrumented 3D gait analysis is the gold standard, advancements in physics based musculoskeletal modeling offer deeper insights into body mechanics. However, its complexity and resource demands limit clinical use, prompting interest in machine learning (ML) as a...

Feb 13 2026 41686654
Enhancing reliability in electrical grids: A hybrid machine learning approach for electrical faults classification.

Transmission lines are vital components of electrical grids, ensuring the efficient transfer of electricity from power plants to consumers over extens...

Feb 13 2026 41686863
Intelligent Real-Time Acid Rain Sensing Platform Enabled by Curvature-Engineered Droplet-Based DC Nanogenerator with 4500 V Output.

In the era of the Internet of Things (IoT), droplet-based nanogenerators offer a promising solution for self-powered environmental monitoring. However...

Feb 12 2026 41684103
Linking Individual Motives to the Type of Exercise and Sport Activity: Toward Recommendations for Optimal Activity Matching Through a Machine Learning Approach.

BACKGROUND: To effectively promote exercise and sport behavior, it is often emphasized that individual motives should be more strongly considered. The...

Feb 12 2026 41679293
The dynamics of hepatitis B virus transmission using a stochastic differential model and feed forward neural network approach.

Hepatitis B transmission is influenced by environmental variability, immune response and vaccination, making its spread inherently stochastic, while t...

Feb 11 2026 41674183
Thermal3D-GS: Physics-induced 3D Gaussians for Thermal Infrared Novel-view Synthesis with a Large-Scale Dataset.

Thermal infrared imaging has attracted widespread attention in many fields due to the advantages of all-weather imaging and strong penetration. Howeve...

Feb 11 2026 41671125
Terrestrial and Airborne Laser Scanning Dataset of Trees in the Shivalik Range, India with Field Measurements and Leaf-Wood Classifications.

Annotated datasets are essential for training and evaluating machine learning models in forest ecology. This dataset provides high-resolution, annotat...

Feb 11 2026 41673022
An end-to-end convolutional neural network for secure image transmission via joint encryption and steganography.

Further attachment of image-based communication speed to sensitive areas must be provided with confidential and safe transmission. Conventional method...

Feb 11 2026 41673221
Infectious disease diagnosis by artificial intelligence (AI): Differences in patient backgrounds and symptoms between antigen test positives and novel AI-powered pharyngeal endoscopy test positives.

This study aimed to identify differences in patient background and symptoms between individuals who tested positive using conventional rapid antigen (...

Feb 11 2026 41671230
Rapid and interpretable protein contact map prediction using a pattern-matching strategy.

Protein sequence determines structure, function, and dynamics, yet the gap between sequenced proteins and experimentally determined structures continu...

Feb 10 2026 41666568
A Comparative Evaluation of 7T MRI for Epilepsy with Deep-Learning-Based Image Reconstruction and Dynamic Parallel Transmission.

OBJECTIVES: 7T MRI enhances lesion detection in epilepsy but is limited by radiofrequency transmission field (B1+) inhomogeneity and long scan times. ...

Feb 10 2026 41667229
From treadmill to outdoor overground walking: Enhancing ground contact timing detection for older adults using transfer learning.

Identification of ground contact timings (GCT) is critical for monitoring mobility in older adults. Laboratory methods are precise but limited to cont...

Feb 5 2026 41654277
Gellan gum/ artemisia sphaerocephala Krasch gum composite films integrated with machine learning for real-time freshness assessment.

The widespread use of non-degradable plastic food packaging poses serious environmental and food safety concerns, motivating the development of biodeg...

Feb 5 2026 41650909
Optical Tweezers in Emulsion Research: Principles, Advances, and Prospects.

Optical tweezers (OTs) have emerged as a powerful tool for probing emulsion dynamics with single-droplet precision, enabling quantitative analysis of ...

Feb 5 2026 41642334
Finite-Time Admittance Control for Adaptive Compliance of a Soft Actuator of Robotic Gastric Simulator.

To test food, drug formulations, and medical devices, extensive research has focused on developing in vitro gastric simulators. Existing simulators ra...

Feb 4 2026 41636658
Efficient target detection method based on wavelet transform and progressive feature pyramid network: a case study of power grid inspection.

In contemporary society, electricity is a critical resource integral to national economies and public welfare, making the safe and stable operation of...

Feb 4 2026 41639278
Field evaluation of drone and AI assisted larval source management in Ghana.

BACKGROUND: Malaria remains a major public health burden in sub-Saharan Africa. In Ghana, in particular, larval source management (LSM) is increasingl...

Feb 4 2026 41637317
Morphological classification of Schizochytrium and mutagenic selection of high-oil-producing strains based on deep learning.

As a natural producer of omega-3 fatty acids, Schizochytrium demonstrates exceptional cell density and docosahexaenoic acid (DHA) production efficienc...

Feb 3 2026 41666518
Association and Agreement of Contact-Based Smartphone Photoplethysmography Compared With Electrocardiography: Protocol for a Systematic Review and Meta-Analysis.

BACKGROUND: Mobile health (mHealth), leveraging mobile devices for health measurement and promotion, is rapidly growing. Smartphone cameras can perfor...

Feb 3 2026 41632977
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