AIMC Topic: Humans

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A systematic review of contactless respiratory rate measurement using RGB cameras.

Physiological measurement
. The advancement of contactless methods of measuring the respiratory rate (RR) using RGB cameras demonstrates a significant potential for improving patient care in various environments. As these methods offer reliable and discreet monitoring, they c...

Public perception and changing attitudes toward antidepressants over a decade in social media: Lessons learned from online discussion using artificial intelligence.

PloS one
BACKGROUND: Antidepressants play a crucial role in treating mental health disorders such as depression and anxiety. Understanding of patients' perspective on antidepressants is essential for improving treatment outcomes; however, year-to-year change ...

CAT: Class-aware adaptive-thresholding for robust semi-supervised domain generalization.

PloS one
Domain Generalization (DG) seeks to transfer knowledge from multiple source domains to unseen target domains, even in the presence of domain shifts. Achieving effective generalization typically requires a large and diverse set of labeled source data ...

HWANet: A Haar Wavelet-based Attention Network for remote sensing object detection.

PloS one
Remote sensing object detection (RSOD) is highly challenging due to large variations in object scales. Existing deep learning-based methods still face limitations in addressing this challenge. Specifically, reliance on stride convolutions during down...

Hyperspectral anomaly detection leveraging spatial attention and right-shifted spectral energy.

PloS one
In this research, we have proposed a novel anomaly detection algorithm for processing hyperspectral images (HSIs), called the Graph Attention Network-Beta Wavelet Graph Neural Network-based Hyperspectral Anomaly Detection (GAN-BWGNN HAD). This algori...

DiffDesign: Controllable diffusion with meta prior for efficient interior design generation.

PloS one
Interior design is a complex and creative discipline involving aesthetics, functionality, ergonomics, and materials science. Effective solutions must meet diverse requirements, typically producing multiple deliverables such as renderings and design d...

Multilayered SDN security with MAC authentication and GAN-based intrusion detection.

PloS one
Computer networks are highly vulnerable to cybersecurity intrusions. Likewise, software-defined networks (SDN), which enable 5G users to broadcast sensitive data, have become a primary target for vulnerability. To protect the network security against...

Estimating braking and propulsion forces during overground running in and out of the lab.

PloS one
Accurately estimating kinetic metrics, such as braking and propulsion forces, in real-world running environments enhances our understanding of performance, fatigue, and injury. Wearable inertial measurement units (IMUs) offer a potential solution to ...

Machine learning predictions of unplanned readmissions using electronic medical records: Predictor importance across medical and surgical patient populations.

PloS one
Hospital readmissions prolong patient suffering and increase healthcare expenditures. While several studies have attempted to develop prediction models to reduce readmissions, most have demonstrated modest predictive accuracy. To improve upon prior a...

Bearing fault diagnosis based on Kepler algorithm and attention mechanism.

PloS one
As a crucial component in rotating machinery, bearings are prone to varying degrees of damage in practical application scenarios. Therefore, studying the fault diagnosis of bearings is of great significance. This article proposes the Kepler algorithm...