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[HTML][HTML] Deep-learning-based models for pain recognition: A systematic review
R M. Al-Eidan, H Al-Khalifa, AM Al-Salman - Applied Sciences, 2020 - mdpi.com
Traditional standards employed for pain assessment have many limitations. One such
limitation is reliability linked to inter-observer variability. Therefore, there have been many …
limitation is reliability linked to inter-observer variability. Therefore, there have been many …
Giobalfusion: A global attentional deep learning framework for multisensor information fusion
The paper enhances deep-neural-network-based inference in sensing applications by
introducing a lightweight attention mechanism called the global attention module for multi …
introducing a lightweight attention mechanism called the global attention module for multi …
Identifying emotions from walking using affective and deep features
We present a new data-driven model and algorithm to identify the perceived emotions of
individuals based on their walking styles. Given an RGB video of an individual walking, we …
individuals based on their walking styles. Given an RGB video of an individual walking, we …
Motion-robust respiratory rate estimation from camera videos via fusing pixel movement and pixel intensity information
Recently, noncontact monitoring of respiratory rate (RR) based on consumer-level cameras
has gained increasing attention. However, motion artifacts with large amplitudes usually …
has gained increasing attention. However, motion artifacts with large amplitudes usually …
Ioteeth: Intra-oral teeth sensing system for dental occlusal diseases recognition
While occlusal diseases-the main cause of tooth loss--significantly impact patients' teeth and
well-being, they are the most underdiagnosed dental diseases nowadays. Experiencing …
well-being, they are the most underdiagnosed dental diseases nowadays. Experiencing …
Emopain challenge 2020: Multimodal pain evaluation from facial and bodily expressions
The EmoPain 2020 Challenge is the first international competition aimed at creating a
uniform platform for the comparison of multi-modal machine learning and multimedia …
uniform platform for the comparison of multi-modal machine learning and multimedia …
Handling missing sensors in topology-aware iot applications with gated graph neural network
Reliable data collection, transmission, and delivery on Internet of Things (IoT) systems is
crucial in order to provide high-quality intelligent services. However, sensor data delivery …
crucial in order to provide high-quality intelligent services. However, sensor data delivery …
Leveraging activity recognition to enable protective behavior detection in continuous data
Protective behavior exhibited by people with chronic pain (CP) during physical activities is
very informative to understanding their physical and emotional states. Existing automatic …
very informative to understanding their physical and emotional states. Existing automatic …
Deep temporal analysis for non-acted body affect recognition
In the field of body affect recognition, the majority of literature is based on experiments
performed on datasets where trained actors simulate emotional reactions. These acted and …
performed on datasets where trained actors simulate emotional reactions. These acted and …
Pain level and pain-related behaviour classification using GRU-based sparsely-connected RNNs
MM Dehshibi, T Olugbade… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
There is a growing body of studies on applying deep learning to biometrics analysis. Certain
circumstances, however, could impair the objective measures and accuracy of the proposed …
circumstances, however, could impair the objective measures and accuracy of the proposed …