[HTML][HTML] Adaptive elements in internet-delivered psychological treatment systems: systematic review

SK Mukhiya, JD Wake, Y Inal, KI Pun, Y Lamo - Journal of Medical Internet …, 2020 - jmir.org
Background Internet-delivered psychological treatments (IDPTs) are built on evidence-
based psychological treatment models, such as cognitive behavioral therapy, and are …

Adaptive user interfaces in systems targeting chronic disease: a systematic literature review

W Wang, H Khalajzadeh, J Grundy… - User Modeling and User …, 2024 - Springer
Abstract eHealth technologies have been increasingly used to foster proactive self-
management skills for patients with chronic diseases. However, it is challenging to provide …

Attention-based deep entropy active learning using lexical algorithm for mental health treatment

U Ahmed, SK Mukhiya, G Srivastava, Y Lamo… - Frontiers in …, 2021 - frontiersin.org
With the increasing prevalence of Internet usage, Internet-Delivered Psychological
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

U Ahmed, G Srivastava, U Yun, JCW Lin - Future Generation Computer …, 2022 - Elsevier
Abstract Internet-delivered Psychological Treatment (IDPT) has been shown to be an
effective method for improving psychological disorders. Natural language processing (NLP) …

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 …

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 overlapping 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 …

Adaptive user interfaces for software supporting chronic disease

W Wang, H Khalajzadeh, J Grundy… - Proceedings of the 46th …, 2024 - dl.acm.org
mHealth interventions hold promise for supporting the self-management of chronic diseases,
yet their limited utilisation remains a problem. Given the significant variability among …

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 …

Adaptation of IDPT system based on patient-authored text data using NLP

SK Mukhiya, U Ahmed, F Rabbi… - 2020 IEEE 33rd …, 2020 - ieeexplore.ieee.org
Background: Internet-Delivered Psychological Treatment (IDPT) systems have the potential
to provide evidence-based mental health treatments for a far-reaching population at a lower …