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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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Transformer-Driven Inverse Problem Transform for Fast Blind Hyperspectral Image Dehazing

Hyperspectral dehazing (HyDHZ) has become a crucial signal processing technology to facilitate the...

Digital Twin-based SIM Communication and Flight Control for Advanced Air Mobility

Electric Vertical Take-off and Landing vehicles (eVTOLs) are driving Advanced Air Mobility (AAM) t...

Optimized Relay Lens Design For High-Resolution Image Transmission In Military Target Detection Systems

The design and performance analysis of relay lenses that provide high-performance image transmissi...

Embodied AI-Enhanced Vehicular Networks: An Integrated Large Language Models and Reinforcement Learning Method

This paper investigates adaptive transmission strategies in embodied AI-enhanced vehicular network...

Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission

Joint source-channel coding (JSCC) offers a promising avenue for enhancing transmission efficiency...

SIMPLICITY: an agent-based, multi-scale mathematical model to study SARS-CoV-2 intra- and between-host evolution

Computational tools are frequently used to describe pathogen evolutionary dynamics either within inf...

WaveSeekerNet: Accurate Prediction of Influenza A Virus Subtypes and Host Source Using Attention-Based Deep Learning

Influenza A virus (IAV) poses a significant threat to animal health globally, with its ability to ov...

Machine Learning Enables Rapid Assessment of Disease Vulnerability in a Threatened Cetacean Population

Cetaceans (whales and dolphins) are important ecosystem sentinels but face growing threats from majo...

ESMDynamic: Fast and Accurate Prediction of Protein Dynamic Contact Maps from Single Sequences

Understanding conformational dynamics is essential for elucidating protein function, yet most deep l...

Hi-Cformer enables multi-scale chromatin contact map modeling for single-cell Hi-C data analysis

Single-cell Hi-C captures the three-dimensional organization of chromatin in individual cells and pr...

Organelle bridges and nanodomain partitioning govern targeting of membrane-embedded proteins to lipid droplets

Numerous metabolic enzymes translocate from the ER membrane bilayer to the lipid droplet (LD) monola...

Novel Machine Learning-based Approach to Identify Viral Biomarkers of Human Respiratory Emissions from Oral and Nasal Metagenomes

Humans spend approximately 90% of their lives in built environments, making virus transmission indoo...

Mesoscopic analysis of GABAergic marker expression in acetylcholine neurons in the whole mouse brain

In the central nervous system, acetylcholine (ACh) neurons coordinate neural network activity requir...

Rapid and Interpretable Protein Contact Map Prediction Using a Pattern-Matching Strategy

Protein sequence determines the structure, function, and dynamics of a protein. In recent years, eno...

An AI for an AI: identifying zoonotic potential of avian influenza viruses via genomic machine learning

Avian influenza remains a serious risk to human health via zoonotic transmission, as well as a feasi...

Highly Adaptive Conductive Polymer Electronics Enhance Neural Data and Learning Accuracy

Human skin, the body’s largest organ, plays a vital role in sensing and transmitting neuronal, mecha...

Evolutionary Reasoning Does Not Arise in Standard Usage of Protein Language Models

Protein language models (PLMs) are often assumed to capture evolutionary information by training on ...

Hybrid Epidemic–Neuronal Dynamics: A SEIR–FitzHugh–Nagumo Model for Information Flow in Complex Neural Networks

Information transfer in neural systems is often modeled through diffusive or synaptic mechanisms tha...

Normalized Raman Imaging for Studies of Tissue Physiology of the Kidney

Histology is the cornerstone of clinical pathology and an essential tool for many areas of medicine....

Mapping high resolution, multidimensional phase diagrams of physiological protein condensates

Biomolecular condensates are membraneless compartments, crucial for organising and regulating divers...

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