Predicting Mood Disturbance Severity with Mobile Phone Keystroke Metadata: A BiAffect Digital Phenotyping Study

Zulueta, John, Piscitello, Andrea, Rasic, Mladen, Easter, Rebecca, Babu, Pallavi, Langenecker, Scott A, McInnis, Melvin, Ajilore, Olusola +3 more·2018·Journal of Medical Internet Research

Cited by (231)

Items 201–231 of 231

  1. LGBTQ+ Communities
    Erica R. Garagiola, Scott J. Hunter, Mary Ann Villarreal, Richard L. Renfro, Caroline S. Clauss‐Ehlers · 2021 · Cambridge University Press eBooks
  2. Genetic techniques and applications to bipolar disorder
    Yuhua Zhang, Melvin G. McInnis, Sebastian K. Zöllner · 2022 · Oxford University Press eBooks
  3. Measuring age-related changes in everyday function in vivo: A neuropsychological framework for emerging digital tools (Preprint)
    Katherine Hackett, Tania Giovannetti · 2022
  4. BRAPOLAR: UMA APLICAÇÃO PARA O MONITORAMENTO REMOTO DE PESSOAS COM TRANSTORNO BIPOLAR
    Abel González Mondéjar · 2019
  5. Forecasting mental states in schizophrenia using digital phenotyping data: a retrospective study (Preprint)
    Thierry Jean, Rose Guay Hottin, Pierre Orban · 2023
  6. Fenótipos digitais para mindfulness e ansiedade encontrados por aplicativo de smartphone
    Danilo Andrade de Meneses, Joel Jonathan Carvalho Tavares, Raíssa Ester Maia Monteiro, Luiz Carlos Serramo Lopez · 2023 · Saúde e Pesquisa
  7. Associations between keystroke and stylus metadata and depressive symptoms in adolescents (Preprint)
    Moonyoung Jang, Youngeun Cho, Do Hyung Kim, Sunghyun Park, Seonghyeon Park, Ji‐Won Hur, Minah Kim, Kwangsu Cho, Chang-Gun Lee, Jun Soo Kwon · 2024
  8. The relationship between adherence, life satisfaction, and acceptance of illness among patients with mood disorders
    Alicja Jeżuchowska, Anna Maria Cybulska, Kamila Rachubińska, Artur Reginia, Mariusz Pańczyk, Dorota Ćwiek, Elżbieta Grochans, Daria Schneider-Matyka · 2024 · Research Square
  9. Devices, Mobile Health, and Digital Phenotyping
    Umberto Volpe, Hussien Ahmed Elkholy, Thomas Gargot, Mariana Pinto da Costa, Laura Orsolini · 2024 · Springer eBooks
  10. Digital Biomarkers for Passive Remote Monitoring of Bipolar Disorder: Systematic Review (Preprint)
    Thomas P. Kutcher, Isha Chakraborty, Kristin M. Kostick, Akane Sano, Nidal J. Moukaddam, Jeffrey A. Herron, Wayne K. Goodman, Sameer Anil Sheth, Ashutosh Sabharwal, Nicole R. Provenza · 2025
  11. Additional file 1 of Predictors of adherence to electronic self-monitoring in patients with bipolar disorder: a contactless study using Growth Mixture Models
    Abigail Ortiz, Yunkyung Park, Christina Gonzalez‐Torres, Alda, Martin, Daniel M. Blumberger, Rachael Burnett, Husain, M. Ishrat, Marcos Sanches, Mulsant, Benoit H. · 2023 · Figshare
  12. Additional file 2 of Exploring the digital footprint of depression: a PRISMA systematic literature review of the empirical evidence
    Zarate, Daniel, Stavropoulos, Vasileios, Ball, Michelle, de Sena Collier, Gabriel, Nicholas C. Jacobson · 2022 · Figshare
  13. Additional file 2 of Predictors of adherence to electronic self-monitoring in patients with bipolar disorder: a contactless study using Growth Mixture Models
    Abigail Ortiz, Yunkyung Park, Christina Gonzalez‐Torres, Alda, Martin, Daniel M. Blumberger, Rachael Burnett, Husain, M. Ishrat, Marcos Sanches, Mulsant, Benoit H. · 2023 · Figshare
  14. Additional file 1 of Exploring the digital footprint of depression: a PRISMA systematic literature review of the empirical evidence
    Zarate, Daniel, Stavropoulos, Vasileios, Ball, Michelle, de Sena Collier, Gabriel, Nicholas C. Jacobson · 2022 · Figshare
  15. Additional file 3 of Predictors of adherence to electronic self-monitoring in patients with bipolar disorder: a contactless study using Growth Mixture Models
    Abigail Ortiz, Yunkyung Park, Christina Gonzalez‐Torres, Alda, Martin, Daniel M. Blumberger, Rachael Burnett, Husain, M. Ishrat, Marcos Sanches, Mulsant, Benoit H. · 2023 · Figshare
  16. Assessing Depression Severity Through a Passive Digital Mood Marker
    Antony Perzo, Nour Lachtar, Fabrice Boulet, Renaud Séguier, Clara Roux-Pertus · 2025 · medRxiv
  17. Toward terminological clarity in digital biomarker research
    Madhur Mangalam, Ken Kiyono · 2026 · Frontiers in Digital Health
  18. Mobile Sensing Applications for Mental Health: A Scoping Review
    Banuchitra Suruliraj, Alaa Alslaity, Sandra Melanie Meier, Rita Orji · 2026 · International Journal of Human-Computer Interaction
  19. Digital tools for assessing bipolar disorder: A scoping review of the current landscape
    Samantha Jacobson, Hannah Carling, Lisa Sarraf, Ethan Draper, Sarah Jacobson, Mélodie St-James, Chris Misiasz, Sianna Williamson, Élisabeth Thibaudeau, Geneviève Sauvé et al. · 2026 · Neuroscience Applied
  20. MoodonMove: Detecting Momentary Mood States Using Smartwatch Sensing in Naturalistic Settings (Preprint)
    Nathan W. Whitmore, Kye Shimizu, Md Nafis Ul Haque Shifat, Pattie Maes · 2026
  21. Unmasking Concealed Depression Through the Digital Leakage Effect and Multimodal Digital Phenotyping (Preprint)
    Chunlin Fu · 2026
  22. Smartphone Keystroke Biomarkers as Predictors of Adverse Neuropsychiatric Sequelae After Trauma in Trauma Survivors: Prospective Observational Cohort Study
    Nicole A. Short, Xinming An, Yinyao Ji, Qinghua Li, Thomas C. Neylan, Gari D. Clifford, Stacey L. House, Francesca L. Beaudoin, Jennifer Strafford Stevens, Sarah D. Linnstaedt et al. · 2026 · Journal of Medical Internet Research
  23. Analysis of Digital Phenotype for Classification of Self-Reported Anxiety
    Danilo Andrade de Meneses, LUIGGI A.B. BONATO, DOUGLAS A. DE MENESES, Joel Jonathan Carvalho Tavares, Luiz Carlos Serramo Lopez · 2026 · Anais da Academia Brasileira de Ciências
  24. Machine learning for early detection and mood shift prediction in bipolar disorder: a systematic review
    Shihshuan Fang, Sheng-Han Chen · 2026 · International Journal of Bipolar Disorders
  25. Intelligent detection of depression risk among college students based on campus data
    Xianwei Huang, Wenyu Wu, Teng Yuan · 2026 · Discover Applied Sciences
  26. Digital Markers for Passive Remote Monitoring of Bipolar Disorder: Systematic Review
    Thomas P. Kutcher, Isha Chakraborty, Kristin M. Kostick, Akane Sano, Nidal J. Moukaddam, Jeffrey A. Herron, Wayne K. Goodman, Sameer Anil Sheth, Ashutosh Sabharwal, Nicole R. Provenza · 2026 · JMIR Mental Health
  27. Unmasking concealed depression through the digital leakage effect: A narrative review and theoretical framework with implications for asian populations
    Chunlin Fu, Dan Su, Junjie Zhang, Shuangyi Pei, Shengnan Ma · 2026 · Asian Journal of Psychiatry
  28. Toward the third generation of negative symptom assessment in schizophrenia: A systematic review of digital phenotyping measures
    Gregory P. Strauss, Ian Matthew Raugh, Tovah Cowan, Lauren Luther, Zhixin Zhang, Josephine E. Luck, Alex Dhima, Julianna K. Ehm, Alex S. Cohen, Brian W Kirkpatrick et al. · 2026 · Schizophrenia Research
  29. Online Behavioral Digital Phenotyping for Depression: Scoping Review of Behavioral Features and Exploratory Assessment of Research Domain Criteria Construct Relevance
    Qiuyan Ren, Jing Chi, Yuman Li, Ping Zhao, Meiqin Luo, Jiale Sun, Yan He, Jianhong Liu, Lin Luo, Yanni Wu · 2026 · Journal of Medical Internet Research
  30. Participatory Evidencing and Relational Autonomy: Co-Informing Design for Bipolar Disorder Self-Management Tools
    Karin Bogdanova, Nazlı Cila, Olya Kudina, Alessandro Bozzon · 2026 · Nordic Conference on Human-Computer Interaction
  31. Is psychomotor retardation a sixth domain of negative symptoms?
    Brian W Kirkpatrick, Alex S. Cohen, Alexandra Hammond, Ana Catalán, Stefan Kaiser, Anna Mane, Marta Martín-Subero, Philippe Robert, Gabriel Robert, Javier Vázquez-Bourgón et al. · 2026 · Schizophrenia Research