Research map: Toward Individualized Music Therapy: Integrating Artificial Intelligence and Neuroscience

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Papers in this map

  1. Dissecting racial bias in an algorithm used to manage the health of populations · Ziad Obermeyer · 2019 · 7041 citations · Cited by this paper
  2. Adapting to Stigma, Resilience and Systemic Barriers: Lived Experiences of Adolescents and Young Adults With Mental Illness · 2025 · Related
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  5. Reproducible brain-wide association studies require thousands of individuals · Scott A. Marek · 2022 · 2131 citations · Cited by this paper
  6. Translation and Initial Validation of the Chinese (Cantonese) Version of Cognitive Flexibility Inventory Using People with Mental Illness · 2024 · Related
  7. Precision Functional Mapping of Individual Human Brains · Evan M. Gordon · 2017 · 1579 citations · Cited by this paper
  8. Monitoring and Cognitive Appraisal as Moderators of Cognitive Control and Mental Health: An Experimental Study in a Geriatric Population · 2025 · Related
  9. Functional Brain Networks Are Dominated by Stable Group and Individual Factors, Not Cognitive or Daily Variation · Caterina Gratton · 2018 · 1018 citations · Cited by this paper
  10. Pronounced Gender Differences in Anxiety, Depression, and Stress Among Adults in Kabul, Afghanistan: A Cross‐Sectional Study · 2026 · Related
  11. Treatment and prevention of mental disorders in low-income and middle-income countries · Vikram Patel · 2007 · 939 citations · Cited by this paper
  12. Investigating Misophonia, Psychological Distress, Obsessive‐Compulsive Symptoms, and Aggression in Undergraduate Nursing Students: A Cross‐Sectional Study · 2026 · Related
  13. Underdiagnosis bias of artificial intelligence algorithms applied to chest radiographs in under-served patient populations · Laleh Seyyed-Kalantari · 2021 · 916 citations · Cited by this paper
  14. The Interaction Effects of Homeschooling and Pandemic‐Related Worries on Chinese Parents’ Mental Health: A Cross‐Sectional Study · 2025 · Related
  15. Music therapy for depression · Sonja Aalbers · 2017 · 833 citations · Cited by this paper
  16. Common Mental Disorders in Brazilian Graduate Students · 2024 · Related
  17. Music interventions for improving psychological and physical outcomes in cancer patients · Joke Bradt · 2016 · 654 citations · Cited by this paper
  18. Healthcare Workers’ General Health and Its Relation with Anxiety, Anger, and Posttraumatic Stress Disorder during COVID‐19 Outbreak in Southeast Iran · 2024 · Related
  19. Reporting guideline for the early stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI · Baptiste Vasey · 2022 · 572 citations · Cited by this paper
  20. Depression, Anxiety, and Stress and Their Impact on Eating Behaviors of Healthcare Workers: A First Study Conducted in a South American Country · 2025 · Related
  21. Guidelines for clinical trial protocols for interventions involving artificial intelligence: the SPIRIT-AI extension · Samantha Cruz Rivera · 2020 · 479 citations · Cited by this paper
  22. Music therapy for people with autism spectrum disorder · Monika Geretsegger · 2014 · 421 citations · Cited by this paper
  23. Music for pain relief · Maria Soledad Cepeda · 2006 · 398 citations · Cited by this paper
  24. A brain network model for depression: From symptom understanding to disease intervention · Baojuan Li · 2018 · 351 citations · Cited by this paper
  25. Music therapy for people with schizophrenia and schizophrenia-like disorders · Monika Geretsegger · 2017 · 348 citations · Cited by this paper
  26. Network Science and the Effects of Music Preference on Functional Brain Connectivity: From Beethoven to Eminem · R. W. Wilkins · 2014 · 156 citations · Cited by this paper
  27. The effect of music therapy on cognitive functions in patients with Alzheimer’s disease: a systematic review of randomized controlled trials · Malak Bleibel · 2023 · 126 citations · Cited by this paper
  28. Effectiveness of music therapy for autism spectrum disorder, dementia, depression, insomnia and schizophrenia: update of systematic reviews · Lucia Gassner · 2021 · 123 citations · Cited by this paper
  29. Effects of music therapy on anxiety: A meta-analysis of randomized controlled trials · Guangli Lu · 2021 · 122 citations · Cited by this paper
  30. Music therapy for end-of-life care · Joke Bradt · 2010 · 102 citations · Cited by this paper
  31. A closed-loop, music-based brain-computer interface for emotion mediation · Stefan K. Ehrlich · 2019 · 90 citations · Cited by this paper
  32. Music therapy in mental health for illness management and recovery · Michael Joseph Silverman · 2015 · 72 citations · Cited by this paper
  33. Music therapy for people with substance use disorders · Claire M. Ghetti · 2022 · 55 citations · Cited by this paper
  34. Therapeutic Adherence of People with Mental Disorders: An Evolutionary Concept Analysis · Carlos Laranjeira · 2023 · 45 citations · Cited by this paper
  35. Understanding the medication safety challenges for patients with mental illness in primary care: a scoping review · Matthew J. Ayre · 2023 · 27 citations · Cited by this paper
  36. On sublimation · Giuseppe Civitarese · 2016 · 20 citations · Cited by this paper
  37. Individualized Functional Connectome Identified Replicable Biomarkers for Dysphoric Symptoms in First-Episode Medication-Naïve Patients With Major Depressive Disorder · Youjin Zhao · 2022 · 18 citations · Cited by this paper
  38. Immature defense mechanisms mediate the relationship between negative life events and depressive symptoms · Dandan Ma · 2024 · 9 citations · Cited by this paper
  39. Non-pharmacological treatment of psychiatric disorders in a nationwide population · Sophie L. Elkrog · 2022 · 3 citations · Cited by this paper

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