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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 1198-1218 of 4,306 articles
Learning relationships in epidemiological data using graph neural networks

When designing control strategies for an infectious disease it is critical to identify the key pathw...

Viewport-based Neural 360° Image Compression

Given the popularity of 360° images on social media platforms, 360° image compression becomes a crit...

Efficient Video Diffusion with Sparse Information Transmission for Video Compression

Video compression aims to maximize reconstruction quality with minimal bitrates. Beyond standard dis...

Statistical Characteristic-Guided Denoising for Rapid High-Resolution Transmission Electron Microscopy Imaging

High-Resolution Transmission Electron Microscopy (HRTEM) enables atomic-scale observation of nucleat...

A Machine Learning Framework for Constructing Heterogeneous Contact Networks: Implications for Epidemic Modelling

Capturing the structured mixing within a population is key to the reliable projection of infectious ...

RealVLG-R1: A Large-Scale Real-World Visual-Language Grounding Benchmark for Robotic Perception and Manipulation

Visual-language grounding aims to establish semantic correspondences between natural language and vi...

Neurotox: Deep learning decodes conserved hallmarks of neurotoxicity across venomous species

Neurotoxic proteins drive the most pathophysiological effects of animal envenomation, yet it remains...

Contact-Guided 3D Genome Structure Generation of E. coli via Diffusion Transformers

In this study, we present a conditional diffusion-transformer framework for generating ensembles of ...

RoboPCA: Pose-centered Affordance Learning from Human Demonstrations for Robot Manipulation

Understanding spatial affordances -- comprising the contact regions of object interaction and the co...

PARSE: Part-Aware Relational Spatial Modeling

Inter-object relations underpin spatial intelligence, yet existing representations -- linguistic pre...

Direct Contact-Tolerant Motion Planning With Vision Language Models

Navigation in cluttered environments often requires robots to tolerate contact with movable or defor...

ProGIC: Progressive and Lightweight Generative Image Compression with Residual Vector Quantization

Recent advances in generative image compression (GIC) have delivered remarkable improvements in perc...

Evaluation of deep learning tools for chromatin contact prediction

Three-dimensional chromatin organization is essential for gene regulation and is commonly measured u...

Altitude-Aware Visual Place Recognition in Top-Down View

To address the challenge of aerial visual place recognition (VPR) problem under significant altitude...

Autonomous Inspection of Power Line Insulators with UAV on an Unmapped Transmission Tower

This paper introduces an online inspection algorithm that enables an autonomous UAV to fly around a ...

A Dataset is Worth 1 MB

A dataset server must often distribute the same large payload to many clients, incurring massive com...

SceMoS: Scene-Aware 3D Human Motion Synthesis by Planning with Geometry-Grounded Tokens

Synthesizing text-driven 3D human motion within realistic scenes requires learning both semantic int...

TeHOR: Text-Guided 3D Human and Object Reconstruction with Textures

Joint reconstruction of 3D human and object from a single image is an active research area, with piv...

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