AI-Aided teaching model in education 5.0
In the educational setting, artificial intelligence (AI) technology, notably chatbots, has made
substantial improvements in English learning. This study aims to determine the effectiveness …
substantial improvements in English learning. This study aims to determine the effectiveness …
[HTML][HTML] Use of tailoring features and reasons for dropout in a guided internet-based transdiagnostic individually-tailored cognitive behavioral therapy for symptoms of …
Transdiagnostic individually-tailored digital interventions reduce symptoms of depression
and anxiety in adults with moderate effects. However, research into these approaches for …
and anxiety in adults with moderate effects. However, research into these approaches for …
Attention-based deep entropy active learning using lexical algorithm for mental health treatment
With the increasing prevalence of Internet usage, Internet-Delivered Psychological
Treatment (IDPT) has become a valuable tool to develop improved treatments of mental …
Treatment (IDPT) has become a valuable tool to develop improved treatments of mental …
[HTML][HTML] EANDC: An explainable attention network based deep adaptive clustering model for mental health treatment
Abstract Internet-delivered Psychological Treatment (IDPT) has been shown to be an
effective method for improving psychological disorders. Natural language processing (NLP) …
effective method for improving psychological disorders. Natural language processing (NLP) …
[HTML][HTML] Efficacy of a digital mental health biopsychosocial transdiagnostic intervention with or without therapist assistance for adults with anxiety and depression …
Background Digital mental health (DMH) interventions incorporating elements that adapt to
the evolving needs of consumers have the potential to further our understanding of the …
the evolving needs of consumers have the potential to further our understanding of the …
Hyper-graph attention based federated learning methods for use in mental health detection
U Ahmed, JCW Lin, G Srivastava - IEEE Journal of Biomedical …, 2022 - ieeexplore.ieee.org
Internet-Delivered Psychological Treatment (IDPT) has become necessary in the medical
field. Deep neural networks (DNNs) require large, diverse patient populations to train …
field. Deep neural networks (DNNs) require large, diverse patient populations to train …
Deep explainable hate speech active learning on social-media data
U Ahmed, JCW Lin - IEEE Transactions on Computational …, 2022 - ieeexplore.ieee.org
Hate speech is demonstrably aimed at social tension and violence. Detection becomes
increasingly difficult as overlap** emotional feelings occur. However, there are still …
increasingly difficult as overlap** emotional feelings occur. However, there are still …
Fuzzy contrast set based deep attention network for lexical analysis and mental health treatment
U Ahmed, JCW Lin, G Srivastava - Transactions on Asian and Low …, 2022 - dl.acm.org
Internet-delivered psychological treatments (IDPT) consider mental problems based on
Internet interaction. With such increased interaction because of the COVID-19 pandemic …
Internet interaction. With such increased interaction because of the COVID-19 pandemic …
Graph attention-based curriculum learning for mental healthcare classification
U Ahmed, JCW Lin, G Srivastava - IEEE Journal of Biomedical …, 2023 - ieeexplore.ieee.org
Current research has examined the use of user-generated data from online media to identify
and diagnose depression as a serious mental health issue that can significantly impact an …
and diagnose depression as a serious mental health issue that can significantly impact an …
Towards adaptive technology in routine mental health care
This paper summarizes the information technology-related research findings after 5 years
with the INTROducing Mental health through Adaptive Technology project. The aim was to …
with the INTROducing Mental health through Adaptive Technology project. The aim was to …