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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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Bayesian estimation of transmission networks for infectious diseases

Reconstructing transmission networks is essential for identifying key factors like superspreaders ...

VQ-DeepVSC: A Dual-Stage Vector Quantization Framework for Video Semantic Communication

In response to the rapid growth of global videomtraffic and the limitations of traditional wireles...

EgoPressure: A Dataset for Hand Pressure and Pose Estimation in Egocentric Vision

Touch contact and pressure are essential for understanding how humans interact with and manipulate...

Infiltrating the Sky: Data Delay and Overflow Attacks in Earth Observation Constellations

Low Earth Orbit (LEO) Earth Observation (EO) satellites have changed the way we monitor Earth. Act...

Identification of putative coral pathogens in endangered Caribbean staghorn coral using machine learning.

Coral diseases contribute to the rapid decline in coral reefs worldwide, and yet coral bacterial pat...

Sep 2024 39289821
Deadline and Priority Constrained Immersive Video Streaming Transmission Scheduling

Deadline-aware transmission scheduling in immersive video streaming is crucial. The objective is t...

3D Topological Modeling and Multi-Agent Movement Simulation for Viral Infection Risk Analysis

In this paper, a method to study how the design of indoor spaces and people's movement within them...

Predicting Parameter Change's Effect on Cellular Network Time Series

The cellular network provides convenient network access for ever-growing mobile phones. During the...

Sensor-Based Fuzzy Inference of COVID-19 Transmission Risk in Cruise Ships.

Cruise ships are densely populated ecosystems where infectious diseases can spread rapidly. Hence, e...

Aug 2024 39176844
Residual-INR: Communication Efficient On-Device Learning Using Implicit Neural Representation

Edge computing is a distributed computing paradigm that collects and processes data at or near the...

HRP: Human Affordances for Robotic Pre-Training

In order to *generalize* to various tasks in the wild, robotic agents will need a suitable represe...

Quanv4EO: Empowering Earth Observation by means of Quanvolutional Neural Networks

A significant amount of remotely sensed data is generated daily by many Earth observation (EO) spa...

Dynamic Task Control Method of a Flexible Manipulator Using a Deep Recurrent Neural Network

The flexible body has advantages over the rigid body in terms of environmental contact thanks to i...

See-Through Face Display: Enabling Gaze Communication for Any Face$\unicode{x2013}$Human or AI

We present See-Through Face Display, an eye-contact display system designed to enhance gaze awaren...

Surgical Suturing Skill Assessment Using Estimated Hand Roll Angle from a Deep-learning Computer Vision Algorithm.

This paper proposes a deep-learning computer vision algorithm to estimate hand roll angles for metri...

Jul 2024 40039188
PhysioSens1D-NET: A 1D Convolution Network for Extracting Heart Rate from Facial Videos.

Non-contact heart rate (HR) monitoring from video streams is the most established approach to unobtr...

Jul 2024 40039469
Enhancing Non-Contact Heart Rate Monitoring: An Intelligent Multi-ROI Approach with Face Masking and CNN-Based Feature Adaptation.

Heart rate (HR) estimation from facial video streams has emerged in the recent years as a promising ...

Jul 2024 40040198
Enhancing Hi-C contact matrices for loop detection with Capricorn: a multiview diffusion model.

MOTIVATION: High-resolution Hi-C contact matrices reveal the detailed three-dimensional architecture...

Jun 2024 38940142
scGrapHiC: deep learning-based graph deconvolution for Hi-C using single cell gene expression.

SUMMARY: Single-cell Hi-C (scHi-C) protocol helps identify cell-type-specific chromatin interactions...

Jun 2024 38940151
Scalable de novo classification of antibiotic resistance of Mycobacterium tuberculosis.

MOTIVATION: World Health Organization estimates that there were over 10 million cases of tuberculosi...

Jun 2024 38940175
Classification of Inkjet Printers based on Droplet Statistics

Knowing the printer model used to print a given document may provide a crucial lead towards identi...

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