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Page 1
Digital Phenotypes of Mobile Keyboard Backspace Rates and Their Associations With Symptoms of Mood Disorder: Algorithm Development and Validation.
Liu Q, Ning E, Ross MK, Cladek A, Kabir S, Barve A, Kennelly E, Hussain F, Duffecy J, Langenecker SA, Nguyen TM, Tulabandhula T, Zulueta J, Demos AP, Leow A, Ajilore O. Liu Q, et al. Among authors: tulabandhula t. J Med Internet Res. 2024 Oct 29;26:e51269. doi: 10.2196/51269. J Med Internet Res. 2024. PMID: 39471368 Free PMC article.
Smartphone-derived Virtual Keyboard Dynamics Coupled with Accelerometer Data as a Window into Understanding Brain Health: Smartphone Keyboard and Accelerometer as Window into Brain Health.
Ning E, Cladek A, Ross MK, Kabir S, Barve A, Kennelly E, Hussain F, Duffecy J, Langenecker SL, Nguyen T, Tulabandhula T, Zulueta J, Ajilore O, Demos AP, Leow A. Ning E, et al. Among authors: tulabandhula t. Proc SIGCHI Conf Hum Factor Comput Syst. 2023 Apr;2023:326. doi: 10.1145/3544548.3580906. Epub 2023 Apr 19. Proc SIGCHI Conf Hum Factor Comput Syst. 2023. PMID: 38115842 Free PMC article.
Predicting cognitive functioning in mood disorders through smartphone typing dynamics.
Ning E, Estabrook R, Tulabandhula T, Zulueta J, Ross MK, Kabir S, Hussain F, Langenecker SA, Ajilore O, Leow A, Demos AP. Ning E, et al. Among authors: tulabandhula t. J Psychopathol Clin Sci. 2025 Nov;134(8):998-1019. doi: 10.1037/abn0001052. Epub 2025 Sep 4. J Psychopathol Clin Sci. 2025. PMID: 40906034 Free PMC article.
Keying Into Cognition: Temporal Smoothing of Smartphone Typing Behaviors for Passive Assessment of Processing Speed and Executive Function in Individuals With Mood Disorders.
Ross MK, Tulabandhula T, Nguyen TM, Ning E, Kabir S, Cladek AT, Barve A, Kennelly E, Hussain F, Duffecy J, Langenecker SA, Zulueta J, Demos AP, Ajilore OA, Leow AD. Ross MK, et al. Among authors: tulabandhula t. Cognit Comput. 2026;18(1):33. doi: 10.1007/s12559-026-10549-y. Epub 2026 Apr 1. Cognit Comput. 2026. PMID: 41938101 Free PMC article.