Research graph
References from From monitoring to intervention: a closed-loop digital health framework for gaming disorder. Local targets link to admitted publications; unresolved targets remain external evidence.
Authenticity of virtual tourism in open-world video games: a case study on the legend of Zelda-breath of the wild
10.1016/j.tourman.2025.105136 · 2025 · External reference
Unresolved reference
2025 · External reference
Unresolved reference
2022 · External reference
The prevalence and possible risk factors of internet gaming disorder among adolescents and young adults: systematic reviews and meta-analyses
10.1016/j.jpsychires.2022.06.049 · 2022 · External reference
Prevalence of gaming disorder: a meta-analysis
10.1016/j.addbeh.2021.107183 · 2022 · External reference
Burden of gaming disorder among adolescents: a systemic review and meta-analysis
10.1016/j.puhip.2024.100565 · 2025 · External reference
Three key lessons learned from over a decade of gaming disorder assessment research
10.1556/2006.2025.00334 · 2026 · External reference
Unresolved reference
2025 · External reference
Digital phenotypes for early detection of internet gaming disorder in adolescent students: explorative data-driven study
10.2196/50259 · 2024 · External reference
Artificial intelligence and machine learning in precision mental health diagnostics and predictive treatment models
10.55248/gengpi.6.0325.1107 · 2025 · External reference
Key features of digital phenotyping for monitoring mental disorders: systematic review
10.2196/77331 · 2025 · External reference
Human behaviour classification in emergency situations using machine learning with multimodal data: a systematic review (2020–2025)
10.32604/cmes.2025.073172 · 2025 · External reference
Gaming disorder in the Icd-11: the state of the game
10.1186/s12888-025-07576-8 · 2025 · External reference
Relationship of online gaming with self control, problem solving and social zapping in young adult gamers
10.71016/oms/jhmvs123 · 2024 · External reference
Digital interventions in mental health: an overview and future perspectives
10.1016/j.invent.2025.100824 · 2025 · External reference
Toward clinical digital phenotyping: a timely opportunity to consider purpose, quality, and safety
10.1038/s41746-019-0166-1 · 2019 · External reference
Policy responses to problematic video game use: a systematic review of current measures and future possibilities
10.1556/2006.6.2017.050 · 2018 · External reference
State of the science and recommendations for using wearable technology in sleep and circadian research
10.1093/sleep/zsad325 · 2024 · External reference
Implementing real-time assessments of substance use cravings, triggers, and mood: a feasibility study with justice-involved populations
10.1186/s40352-025-00372-2 · 2025 · External reference
Online gaming network communication dynamics, depressive symptoms, and social support: a longitudinal network analysis
10.1080/00380237.2023.2199171 · 2023 · External reference
It’s not just about how long you play. Indirect gaming involvement and genre preferences in predicting gaming disorder risk: evidence from preregistered studies
10.3389/fpsyt.2023.1230774 · 2023 · External reference
Digital phenotyping of mental and physical conditions: remote monitoring of patients through Radar-Base platform
10.2196/51259 · 2024 · External reference
Continuous time and dynamic suicide attempt risk prediction with neural ordinary differential equations
10.1038/s41746-025-01552-y · 2025 · External reference
Development of gaming disorder: underlying risk factors and complex temporal dynamics
10.1016/j.chb.2023.108112 · 2024 · External reference
Investigating the mechanisms of internet gaming disorder and developing intelligent monitoring models using artificial intelligence technologies: protocol of a prospective cohort
10.1186/s12889-024-20028-4 · 2024 · External reference
# Gameaddicted: a machine learning framework for digital game addiction detection, and early intervention
10.1109/access.2025.3587622 · 2025 · External reference
Pathways to chronic disease detection and prediction: mapping the potential of machine learning to the pathophysiological processes while navigating ethical challenges
10.1002/cdt3.137 · 2025 · External reference
Explainable machine learning prediction of internet addiction among Chinese primary and middle school children and adolescents: a longitudinal study based on positive youth development data (2019–2022)
10.3389/fpubh.2025.1590689 · 2025 · External reference
Deep learning (S) in gaming disorder through the user-avatar bond: a longitudinal study using machine learning
10.1556/2006.2023.00062 · 2023 · External reference
Game: generalized deep learning model towards multimodal data integration for early screening of adolescent mental disorders
10.48550/arxiv.2309.10077 · 2023 · External reference
Time-series forecasting with deep learning: a survey
2021 · External reference
Unresolved reference
2025 · External reference
Unresolved reference
2025 · External reference
A review of time series forecasting and spatio-temporal series forecasting in deep learning
10.1007/s11227-025-07632-w · 2025 · External reference
A survey of transformer networks for time series forecasting
10.1016/j.cosrev.2025.100883 · 2026 · External reference
A systematic review for transformer-based long-term series forecasting
2025 · External reference
Investigating gaming structural features associated with gaming disorder and proposing a revised taxonomical model: a scoping review
10.1556/2006.2023.00019 · 2023 · External reference
The effects of excessive arousing video gaming on Vmhrv during sleep in habitual gamers
10.1007/s10484-025-09723-z · 2026 · External reference
Network analysis of internet gaming disorder, problematic social media use, problematic smartphone use, psychological distress, and meaning in life among adolescents
10.1177/20552076231158036 · 2023 · External reference
Multimodal machine learning in mental health: a survey of data, algorithms, and challenges
10.48550/arxiv.2407.16804 · 2024 · External reference
Cognitive profiling of internet gaming disorder: distinguishing factors between problematic, recreational, and non-gaming individuals
10.1007/s12144-024-07140-9 · 2024 · External reference
Multimodal-based machine learning approach to classify features of internet gaming disorder and alcohol use disorder: a sensor-level and source-level resting-state electroencephalography activity and neuropsychological study
10.1016/j.comppsych.2024.152460 · 2024 · External reference
Predictive models for clinical decision making: deep Dives in practical machine learning
10.1111/joim.13483 · 2022 · External reference
Development and validation of a risk assessment tool for gaming disorder in China: the gaming Hazard assessment scale
10.3389/fpubh.2022.870358 · 2022 · External reference
From play to pathology: mental health, risk factors, neurobiological mechanisms, and drivers of gambling addiction in adolescents and young adults
10.22178/pos.123-21 · 2025 · External reference
Interpreting black-box models: a review on explainable artificial intelligence
10.1007/s12559-023-10179-8 · 2024 · External reference
Xai-based data visualization in multimodal medical data
10.1101/2025.07.11.664302 · 2025 · External reference
Digital health interventions for promoting healthy aging: a systematic review of adoption patterns, efficacy, and user experience
10.3390/su152316503 · 2023 · External reference
Towards lifelong learning of large language models: a survey
10.1145/3716629 · 2025 · External reference
A scoping review of ai-driven digital interventions in mental health care: mapping applications across screening, support, monitoring, prevention, and clinical education
10.3390/healthcare13101205 · 2025 · External reference
Data-driven closed-loop health education: constructing an integrated assessment–intervention–feedback pathway for digital Copd management—a perspective
10.3389/fpubh.2026.1806393 · 2026 · External reference
Ai-driven innovations in translational research: accelerating bench-to-bedside pipelines through predictive modelling and digital biomarkers
10.59324/ejaset.2025.3(6).09 · 2025 · External reference
Personalizing mental health interventions using digital phenotyping and machine learning
10.64229/aytp6h32 · 2025 · External reference
Common practice elements of cognitive behavioral therapy for gaming disorder: a systematic review and expert panel evaluation
10.1016/j.cpr.2026.102740 · 2026 · External reference
Unresolved reference
2020 · External reference
Challenges with the use of digital sham: systematic review and recommendations
10.2196/44764 · 2023 · External reference
A substance use disorder virtual treatment and research platform: a proof of concept
10.1109/mpuls.2025.3640837 · 2026 · External reference
Profile of Somryst prescription digital therapeutic for chronic insomnia: overview of safety and efficacy
10.1080/17434440.2020.1852929 · 2020 · External reference
Clinical study on the intervention effect of digital therapy on children with attention deficit hyperactivity disorder (Adhd)
10.1038/s41598-024-73934-3 · 2024 · External reference
Integrating behavioral science and digital health technologies: theory-driven intervention design and ethical insights
10.32598/hsmej.12.4.1124.1 · 2025 · External reference
Assessing clinical trials of internet addiction treatment: a systematic review and consort evaluation
10.1016/j.cpr.2011.06.009 · 2011 · External reference
Prevention strategies to address problematic gaming: an evaluation of strategy support among habitual and problem gamers
10.1007/s10935-021-00629-0 · 2021 · External reference
Integrating psychological and neurobiological considerations regarding the development and maintenance of specific internet-use disorders: an interaction of person-affect-cognition-execution (I-pace) model
10.1016/j.neubiorev.2016.08.033 · 2016 · External reference
Investigating the role of health factors and psychological well-being in gaming disorder
10.1089/cyber.2021.0050 · 2022 · External reference
Recommendations for physical exercise as a strategy to reduce problematic use of the internet and digital devices: a perspective
10.3390/ijerph22050753 · 2025 · External reference
Impaired social reward processing in individuals with internet gaming disorder and its relationship with early face perception
10.1016/j.addbeh.2024.108006 · 2024 · External reference
Effective elements of Ehealth interventions for mental health and well-being in children and adolescents: a systematic review
10.1177/20552076241294105 · 2024 · External reference
Exploring digital therapeutics for mental health: ai-driven innovations in personalized treatment approaches
10.30574/wjarr.2024.24.3.3997 · 2024 · External reference
Harnessing artificial intelligence in lifestyle medicine: opportunities, challenges, and future directions
10.7759/cureus.85580 · 2025 · External reference
Ai for personalized healthcare: predicting risk and recommending the right care
10.56472/iccsaiml25-113 · 2025 · External reference
Gamified digital mental health interventions for Young people: scoping review of ethical aspects during development and implementation
10.2196/64488 · 2024 · External reference
Leveraging blockchain with zero knowledge proofs in wearable health Technologies for Personalized Healthcare
10.1038/s41598-025-25146-6 · 2025 · External reference
A lightweight scalable hybrid authentication framework for internet of medical things (Iomt) using blockchain Hyperledger consortium network with edge computing
10.1038/s41598-025-05130-w · 2025 · External reference
Data security in healthcare industrial internet of things with blockchain
10.1109/jsen.2023.3273851 · 2023 · External reference
Leveraging blockchain-integrated explainable artificial intelligence (Xai) for ethical and personalized healthcare decision-making: a framework for secure data sharing and enhanced patient trust
10.1007/s11227-025-07844-0 · 2025 · External reference
