Digital Markers for Passive Remote Monitoring of Bipolar Disorder: Systematic Review

Thomas P Kutcher   ^{1 *} , BS ;   Isha Chakraborty   ^{1 *} , MS ;   Kristin Kostick-Quenet   ² , PhD ;   Akane Sano   ¹ , PhD ;   Nidal Moukaddam   ³ , MD, PhD ;   Jeffrey A Herron   ⁴ , PhD ;   Wayne K Goodman   ³ , MD ;   Sameer A Sheth   ^{1, 5, 6, 7} , MD, PhD ;   Ashutosh Sabharwal   ¹ , PhD ;   Nicole R Provenza   ^{1, 5, 6, 8} , PhD

¹ Department of Electrical & Computer Engineering, Rice University, Houston, TX, United States

² Center for Medical Ethics and Health Policy, Baylor College of Medicine, Houston, TX, United States

³ Menninger Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, Houston, TX, United States

⁴ Department of Neurological Surgery, University of Washington, Seattle, WA, United States

⁵ Department of Neurosurgery, Baylor College of Medicine, Houston, TX, United States

⁶ Neuroengineering Initiative, Rice University, Houston, TX, United States

⁷ Gordon and Mary Cain Pediatric Neurology Research Foundation Laboratories, Jan and Dan Duncan Neurological Research Institute, Texas Children’s Hospital, Houston, TX, United States

⁸ Department of Bioengineering, Rice University, Houston, TX, United States

*these authors contributed equally