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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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High-Performance Vision-Based Tactile Sensing Enhanced by Microstructures and Lightweight CNN

Tactile sensing is critical in advanced interactive systems by emulating the human sense of touch ...

Retrieval-augmented Generation for GenAI-enabled Semantic Communications

Semantic communication (SemCom) is an emerging paradigm aiming at transmitting only task-relevant ...

Post-pandemic social contacts in Italy: implications for social distancing measures on in-person school and work attendance

The collection of updated data on social contact patterns following the COVID-19 pandemic disrupti...

Deep Joint Source Channel Coding for Privacy-Aware End-to-End Image Transmission

Deep neural network (DNN)-based joint source and channel coding is proposed for privacy-aware end-...

TuneS: Patient-specific model-based optimization of contact configuration in deep brain stimulation

Objective: The objective of this study is to develop and evaluate a systematic approach to optimiz...

Assessing the effectiveness of test-trace-isolate interventions using a multi-layered temporal network

In the early stage of an infectious disease outbreak, public health strategies tend to gravitate t...

Transmit What You Need: Task-Adaptive Semantic Communications for Visual Information

Recently, semantic communications have drawn great attention as the groundbreaking concept surpass...

Grasp What You Want: Embodied Dexterous Grasping System Driven by Your Voice

In recent years, as robotics has advanced, human-robot collaboration has gained increasing importa...

MiCull2 -- simulating mastitis transmission through milking order

Contagious mastitis pathogens can be transmitted through milking. However, previously published si...

Pixel Intensity Tracking for Remote Respiratory Monitoring: A Study on Indonesian Subject

Respiratory rate is a vital sign indicating various health conditions. Traditional contact-based m...

Precision-Enhanced Human-Object Contact Detection via Depth-Aware Perspective Interaction and Object Texture Restoration

Human-object contact (HOT) is designed to accurately identify the areas where humans and objects c...

T-GMSI: A transformer-based generative model for spatial interpolation under sparse measurements

Generating continuous environmental models from sparsely sampled data is a critical challenge in s...

NormalFlow: Fast, Robust, and Accurate Contact-based Object 6DoF Pose Tracking with Vision-based Tactile Sensors

Tactile sensing is crucial for robots aiming to achieve human-level dexterity. Among tactile-depen...

Vision Transformer-based Semantic Communications With Importance-Aware Quantization

Semantic communications provide significant performance gains over traditional communications by t...

Action Recognition based Industrial Safety Violation Detection

Proper use of personal protective equipment (PPE) can save the lives of industry workers and it is...

PCTreeS: 3D Point Cloud Tree Species Classification Using Airborne LiDAR Images

Reliable large-scale data on the state of forests is crucial for monitoring ecosystem health, carb...

LaserGuider: A Laser Based Physical Backdoor Attack against Deep Neural Networks

Backdoor attacks embed hidden associations between triggers and targets in deep neural networks (D...

Multi-scale phylodynamic modelling of rapid punctuated pathogen evolution

Computational multi-scale pandemic modelling remains a major and timely challenge. Here we identif...

Deep Variational Bayesian Modeling of Haze Degradation Process

Relying on the representation power of neural networks, most recent works have often neglected sev...

Adaptive Personalized Over-the-Air Federated Learning with Reflecting Intelligent Surfaces

Over-the-air federated learning (OTA-FL) unifies communication and model aggregation by leveraging...

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