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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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TOAST: Task-Oriented Adaptive Semantic Transmission over Dynamic Wireless Environments

The evolution toward 6G networks demands a fundamental shift from bit-centric transmission to sema...

Dynamic Bandwidth Allocation for Hybrid Event-RGB Transmission

Event cameras asynchronously capture pixel-level intensity changes with extremely low latency. The...

Label-free urinary protein detection through machine learning analysis of single droplet evaporation patterns.

BACKGROUND: Chronic kidney disease (CKD) is a major global public health issue, with a steadily incr...

Jun 2025 40288875
HOIDiNi: Human-Object Interaction through Diffusion Noise Optimization

We present HOIDiNi, a text-driven diffusion framework for synthesizing realistic and plausible hum...

Automated atomic force microscopy analysis using convolutional and recurrent neural networks.

Atomic force microscope (AFM) indentation allows high-resolution spatial characterization of biomech...

Jun 2025 40346801
Touch begins where vision ends: Generalizable policies for contact-rich manipulation

Data-driven approaches struggle with precise manipulation; imitation learning requires many hard-t...

Effective Stimulus Propagation in Neural Circuits: Driver Node Selection

Precise control of signal propagation in modular neural networks represents a fundamental challeng...

A Survey on Imitation Learning for Contact-Rich Tasks in Robotics

This paper comprehensively surveys research trends in imitation learning for contact-rich robotic ...

MAMMA: Markerless & Automatic Multi-Person Motion Action Capture

We present MAMMA, a markerless motion-capture pipeline that accurately recovers SMPL-X parameters ...

Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks

The advent of 6G networks demands unprecedented levels of intelligence, adaptability, and efficien...

Implementation of 400 Gbps quantum noise stream cipher encryption for 1520 km fiber transmission using end-to-end deep learning.

In the era of large models and big data, the security of optical fiber communication backbone networ...

Jun 2025 40512879
Self-adaptive hybrid data-model optimization for secure end-to-end radio-over-fiber transmission.

A novel self-adaptive secure end-to-end (E2E) transmission approach is proposed for a radio-over-fib...

Jun 2025 40512893
Unveiling the systemic impact of airborne microplastics: Integrating breathomics and machine learning with dual-tissue transcriptomics.

Airborne microplastics (MPs) pose significant respiratory and systemic health risks upon inhalation;...

Jun 2025 40022938
Stacked Intelligent Metasurfaces for Multi-Modal Semantic Communications

Semantic communication (SemCom) powered by generative artificial intelligence enables highly effic...

GroupNL: Low-Resource and Robust CNN Design over Cloud and Device

It has become mainstream to deploy Convolutional Neural Network (CNN) models on ubiquitous Interne...

ViTaSCOPE: Visuo-tactile Implicit Representation for In-hand Pose and Extrinsic Contact Estimation

Mastering dexterous, contact-rich object manipulation demands precise estimation of both in-hand o...

Methods for evaluating the resolution of 3D data derived from satellite images

3D data derived from satellite images is essential for scene modeling applications requiring large...

Non-Contact Health Monitoring During Daily Personal Care Routines

Remote photoplethysmography (rPPG) enables non-contact, continuous monitoring of physiological sig...

AstroCompress: A benchmark dataset for multi-purpose compression of astronomical data

The site conditions that make astronomical observatories in space and on the ground so desirable -...

VIVAT: Virtuous Improving VAE Training through Artifact Mitigation

Variational Autoencoders (VAEs) remain a cornerstone of generative computer vision, yet their trai...

Mobility-Aware Asynchronous Federated Learning with Dynamic Sparsification

Asynchronous Federated Learning (AFL) enables distributed model training across multiple mobile de...

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