Published on in Vol 23, No 11 (2021): November

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/25466, first published .
Electrophysiological Brain Changes Associated With Cognitive Improvement in a Pediatric Attention Deficit Hyperactivity Disorder Digital Artificial Intelligence-Driven Intervention: Randomized Controlled Trial

Electrophysiological Brain Changes Associated With Cognitive Improvement in a Pediatric Attention Deficit Hyperactivity Disorder Digital Artificial Intelligence-Driven Intervention: Randomized Controlled Trial

Electrophysiological Brain Changes Associated With Cognitive Improvement in a Pediatric Attention Deficit Hyperactivity Disorder Digital Artificial Intelligence-Driven Intervention: Randomized Controlled Trial

Journals

  1. Choudhury A, Urena E. Artificial Intelligence in NICU and PICU: A Need for Ecological Validity, Accountability, and Human Factors. Healthcare 2022;10(5):952 View
  2. Bassano C, Chessa M, Solari F. Visualization and Interaction Technologies in Serious and Exergames for Cognitive Assessment and Training: A Survey on Available Solutions and Their Validation. IEEE Access 2022;10:104295 View
  3. (previously Marzena Szkodo) M, Micai M, Caruso A, Fulceri F, Fazio M, Scattoni M. Technologies to support the diagnosis and/or treatment of neurodevelopmental disorders: A systematic review. Neuroscience & Biobehavioral Reviews 2023;145:105021 View
  4. de Ramón I, Pacios J, Medina R, Bouhaben J, Cuesta P, Antón-Toro L, Quintero J, Quiroga A, Maestú F. Alpha-band power increases in posterior brain regions in attention deficit hyperactivity disorder after digital cognitive stimulation treatment: randomized controlled study. Brain Communications 2022;4(2) View
  5. Quintero J, Rodríguez-Quiroga A, Álvarez-Mon M, Mora F, Rostain A. Addressing the Treatment and Service Needs of Young Adults with Attention Deficit Hyperactivity Disorder. Child and Adolescent Psychiatric Clinics of North America 2022;31(3):531 View
  6. Westwood S, Parlatini V, Rubia K, Cortese S, Sonuga-Barke E, Banaschewski T, Baeyens D, Bölte S, Brandeis D, Buitelaar J, Carucci S, Coghill D, Daley D, Döpfner M, Ferrin M, Galera C, Hollis C, Holtmann M, Purper-Ouakil D, Nagy P, Santosh P, Simonoff E, Sonuga-Barke E, Soutullo C, Stringaris A, Thapar A, van der Oord S, van den Hoofdakker B, Zuddas A. Computerized cognitive training in attention-deficit/hyperactivity disorder (ADHD): a meta-analysis of randomized controlled trials with blinded and objective outcomes. Molecular Psychiatry 2023;28(4):1402 View
  7. Liu X, Ji X, Weng X, Zhang Y. Artificial intelligence ecosystem for computational psychiatry: Ideas to practice. World Journal of Meta-Analysis 2023;11(4):79 View
  8. Sudre G, Bagić A, Becker J, Ford J. An Emerging Screening Method for Interrogating Human Brain Function: Tutorial. JMIR Formative Research 2023;7:e37269 View
  9. Farah L, Davaze-Schneider J, Martin T, Nguyen P, Borget I, Martelli N. Are current clinical studies on artificial intelligence-based medical devices comprehensive enough to support a full health technology assessment? A systematic review. Artificial Intelligence in Medicine 2023;140:102547 View
  10. He F, Qi Y, Zhou Y, Cao A, Yue X, Fang S, Zheng Y. Meta-analysis of the efficacy of digital therapies in children with attention-deficit hyperactivity disorder. Frontiers in Psychiatry 2023;14 View
  11. Nashwan A, Gharib S, Alhadidi M, El-Ashry A, Alamgir A, Al-Hassan M, Khedr M, Dawood S, Abufarsakh B. Harnessing Artificial Intelligence: Strategies for Mental Health Nurses in Optimizing Psychiatric Patient Care. Issues in Mental Health Nursing 2023;44(10):1020 View
  12. Wols A, Pingel M, Lichtwarck-Aschoff A, Granic I. Effectiveness of applied and casual games for young people's mental health: A systematic review of randomised controlled studies. Clinical Psychology Review 2024;108:102396 View
  13. Martindale A, Llewellyn C, de Visser R, Ng B, Ngai V, Kale A, di Ruffano L, Golub R, Collins G, Moher D, McCradden M, Oakden-Rayner L, Rivera S, Calvert M, Kelly C, Lee C, Yau C, Chan A, Keane P, Beam A, Denniston A, Liu X. Concordance of randomised controlled trials for artificial intelligence interventions with the CONSORT-AI reporting guidelines. Nature Communications 2024;15(1) View
  14. Almeida-Antunes N, Antón-Toro L, Crego A, Rodrigues R, Sampaio A, López-Caneda E. Trying to forget alcohol: Brain mechanisms underlying memory suppression in young binge drinkers. Progress in Neuro-Psychopharmacology and Biological Psychiatry 2024;134:111053 View
  15. Khorev V, Kiselev A, Badarin A, Antipov V, Drapkina O, Kurkin S, Hramov A. Review on the use of AI-based methods and tools for treating mental conditions and mental rehabilitation. The European Physical Journal Special Topics 2025;234(15):4139 View
  16. Liu X, Yang Y, Ye Z, Wang F, Zeng K, Sun Y, Huang Y, Dai L. The effect of digital interventions on attention deficit hyperactivity disorder (ADHD): A meta-analysis of randomized controlled trials. Journal of Affective Disorders 2024;365:563 View
  17. Perry N, Sun C, Munro M, Boulton K, Guastella A. AI technology to support adaptive functioning in neurodevelopmental conditions in everyday environments: a systematic review. npj Digital Medicine 2024;7(1) View
  18. Bilan D, Chicchi Giglioli I, Cuesta P, Cañadas E, de Ramón I, Maestú F, Alda J, Ramos-Quiroga J, Herrera J, Amado A, Quintero J. Decreased impulsiveness and MEG normalization after AI-digital therapy in ADHD children: a RCT. npj Mental Health Research 2025;4(1) View
  19. Al-Sofyani K. Role of artificial intelligence in pediatric intensive care: a survey of healthcare staff perspectives in Saudi Arabia. Frontiers in Pediatrics 2025;13 View
  20. Hamada T, Seki M, Nango E, Shibata T, Imai S, Miyata T. Enhancing effects of exercise and neurofeedback: A systematic review and meta-analysis of computer game-based interventions for pediatric ADHD. Psychiatry Research 2025;348:116447 View
  21. Wang X, Jia Q, Liang L, Zhou W, Yang W, Mu J. Artificial intelligence in ADHD: a global perspective on research hotspots, trends and clinical applications. Frontiers in Human Neuroscience 2025;19 View
  22. Zheng P, Yuan K, Liu S, Xue Z, Ma P, Teo E, Chang J. Effects of virtual reality technology on attention deficit in children with ADHD: A systematic review and Meta-analysis. Journal of Affective Disorders 2025;384:127 View
  23. Basciano M, Bisagno E, Cadamuro A. Multiple Ways in Which Video Games Make Education Inclusive: A Systematic Review of Cognitive Enhancement for Neurodivergent Learners. Multimodal Technologies and Interaction 2025;9(6):56 View
  24. Adjei-Boateng D, Ikoh Rph. C. Digital Mental Health Interventions for Adolescents and Young People: Evaluating Efficacy and Accessibility. Cureus 2025 View
  25. Lee H, Lee S, Hwang M, Woo K. Effectiveness of game-based digital intervention for attention-deficit hyperactivity disorder in children and adolescents: a systematic review and meta-analysis using Beard and Wilson’s conceptualization of perception in experiential learning. European Child & Adolescent Psychiatry 2025 View
  26. Exner B, Frielitz-Wagner I, Frielitz F. Telemedicine and digital health for chronic conditions in pediatrics: A systematic review. Journal of Telemedicine and Telecare 2025 View
  27. Lee H, Shin Y, Moon H, Choi Y, Lee A. Effects of digital interventions on neuroplasticity and brain function of individuals with developmental disabilities: A systematic review. Internet Interventions 2025;41:100850 View
  28. Zakaria T, Langi A, Sophian Nazaruddin M, Anshori I. Artificial Intelligence (AI) in Neurofeedback Therapy Using Electroencephalography (EEG), Heart Rate Variability (HRV), and Galvanic Skin Response (GSR): A Review. IEEE Access 2025;13:133078 View
  29. Wang M, Zhu J, Qian W, Gu H. Integrating artificial intelligence and gamification in rehabilitation: A scoping review. Entertainment Computing 2025;55:101011 View
  30. Canadas E, Maestu F, de Ramon I. A Randomized Controlled Trial of an Intelligent Cognitive Stimulation Program for Adults with ADHD: Study Protocol. Journal of Clinical Medicine 2025;14(18):6629 View
  31. Zhang Y, Zhang J, Yu X, Zhang J, Xu Y, Cui H. The impact of electronic product use on children with tic disorders and ADHD, and management strategies: a review. Frontiers in Psychiatry 2025;16 View
  32. Jung M, Woo J, Kim S, Lim Y, Kim Y, Kang D, Min J, Kim B. Efficacy and Compliance of a Working Memory Multitasking Task Mobile Intervention for Children With Attention-Deficit/Hyperactivity Disorder: Single-Arm, Pre-Post Pilot Study. JMIR Human Factors 2025;12:e70479 View

Books/Policy Documents

  1. Choudhury A, Urena E. Artificial Intelligence in Clinical Practice. View
  2. Ramos-Galarza C, Silva M, Bolaños-Pasquel M. Proceedings of Ninth International Congress on Information and Communication Technology. View
  3. Costescu C, David C, Roșan A. Digital Technologies for Learning and Psychological Interventions. View
  4. Reddy K. Innovations in Neurocognitive Rehabilitation. View

Conference Proceedings

  1. Balasubramanian S, Karthikeyan S, Karthikeyan M. 2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT). Optimized Machine Learning Model for Identifying and Predicting Attention Deficit Hyperactivity Disorder(ADHD) View