This paper is in the following e-collection/theme issue:

Wearable Devices and Sensors (1133) Sleep Monitoring, Sleep Quality, Sleep Disorders (268) mHealth for Data Collection and Research (1196) Fitness Trackers and Smart Pedometers/Accelerometers (665) Tools, Programs and Algorithms (376) Insomnia and Sleep Hygiene (248)

Published on in Vol 9, No 10 (2021): October

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/29849, first published .
Open-source Longitudinal Sleep Analysis From Accelerometer Data (DPSleep): Algorithm Development and Validation

Open-source Longitudinal Sleep Analysis From Accelerometer Data (DPSleep): Algorithm Development and Validation

Open-source Longitudinal Sleep Analysis From Accelerometer Data (DPSleep): Algorithm Development and Validation

Authors of this article:

Habiballah Rahimi-Eichi1, 2, 3 Author Orcid Image ;   Garth Coombs III1 Author Orcid Image ;   Constanza M Vidal Bustamante1 Author Orcid Image ;   Jukka-Pekka Onnela4 Author Orcid Image ;   Justin T Baker2, 3 Author Orcid Image ;   Randy L Buckner1, 3, 5 Author Orcid Image
Article Authors Cited by (15) Tweetations (7) Metrics

Journals

  1. Vidal Bustamante C, Coombs G, Rahimi-Eichi H, Mair P, Onnela J, Baker J, Buckner R. Fluctuations in behavior and affect in college students measured using deep phenotyping. Scientific Reports 2022;12(1) View
  2. Dejenie T, G/Medhin M, Admasu F, Adella G, Enyew E, Kifle Z, Seid M, Mengstie M, Abebe E. Impact of objectively-measured sleep duration on cardiometabolic health: A systematic review of recent evidence. Frontiers in Endocrinology 2022;13 View
  3. Ren B, Balkind E, Pastro B, Israel E, Pizzagalli D, Rahimi-Eichi H, Baker J, Webb C. Predicting states of elevated negative affect in adolescents from smartphone sensors: a novel personalized machine learning approach. Psychological Medicine 2023;53(11):5146 View
  4. Liebenthal E, Ennis M, Rahimi-Eichi H, Lin E, Chung Y, Baker J. Linguistic and non-linguistic markers of disorganization in psychotic illness. Schizophrenia Research 2023;259:111 View
  5. Chen Y, Zhou E, Wang Y, Wu Y, Xu G, Chen L. The past, present, and future of sleep quality assessment and monitoring. Brain Research 2023;1810:148333 View
  6. Ke Wang W, Cesnakova L, Goldsack J, Dunn J. Defining the Digital Measurement of Scratching During Sleep or Nocturnal Scratching: Review of the Literature. Journal of Medical Internet Research 2023;25:e43617 View
  7. Valeri L, Rahimi-Eichi H, Liebenthal E, Rauch S, Schutt R, Öngür D, Dixon L, Onnela J, Baker J. Intensive longitudinal assessment of mobility, social activity and loneliness in individuals with severe mental illness during COVID-19. Schizophrenia 2023;9(1) View
  8. Gao X, Wei T, Xu S, Sun W, Zhang B, Li C, Sui R, Fei N, Li Y, Xu W, Han D. Sleep disorders causally affect the brain cortical structure: A Mendelian randomization study. Sleep Medicine 2023;110:243 View
  9. Vidal Bustamante C, Coombs III G, Rahimi-Eichi H, Mair P, Onnela J, Baker J, Buckner R. Precision Assessment of Real-World Associations Between Stress and Sleep Duration Using Actigraphy Data Collected Continuously for an Academic Year: Individual-Level Modeling Study. JMIR Formative Research 2024;8:e53441 View
  10. Bladon S, Eisner E, Bucci S, Oluwatayo A, Martin G, Sperrin M, Ainsworth J, Faulkner S. A systematic review of passive data for remote monitoring in psychosis and schizophrenia. npj Digital Medicine 2025;8(1) View
  11. Webb C, Ren B, Rahimi-Eichi H, Gillis B, Chung Y, Baker J. Personalized prediction of negative affect in individuals with serious mental illness followed using long-term multimodal mobile phenotyping. Translational Psychiatry 2025;15(1) View
  12. Wigman J, Ching A, Chung Y, Eichi H, Lane E, Langholm C, Vaidyam A, Byun A, Haidar A, Hartmann J, Nunez A, Dwyer D, Nasarudin A, Borders O, Scott I, Tamayo Z, Matneja P, Cho K, Addington J, Alameda L, Arango C, Breitborde N, Broome M, Cadenhead K, Calkins M, Chen E, Choi J, Conus P, Corcoran C, Cornblatt B, Diaz-Caneja C, Ellman L, Fusar-Poli P, Gaspar P, Gerber C, Glenthøj L, Horton L, Hui C, Kambeitz J, Kambeitz-Ilankovic L, Keshavan M, Kim S, Koutsouleris N, Langbein K, Mamah D, Mathalon D, Mittal V, Nordentoft M, Pearlson G, Perez J, Perkins D, Powers A, Rogers J, Sabb F, Schiffman J, Shah J, Silverstein S, Smesny S, Yassin W, Stone W, Strauss G, Thompson J, Upthegrove R, Verma S, Wang J, Wolf D, Wolff P, Rowland L, D’Alfonso S, Pasternak O, Bouix S, McGorry P, Kahn R, Kane J, Bearden C, Woods S, Shenton M, Nelson B, Baker J, Torous J. Digital health technologies in the accelerating medicines Partnership® Schizophrenia Program. Schizophrenia 2025;11(1) View
  13. Lkoul A, Oumbarek K, Bouchriti Y, Jniene A, Dendane T. Sleep Quality Assessment in Intensive Care Units: Comparing Actigraphy and the Richards Campbell Sleep Questionnaire—A Pilot Study in the Moroccan Context. Clocks & Sleep 2025;7(3):49 View
  14. Yorke I, Boatman C, Roy Choudhury A, Oakley B, Conde P, Sankesara H, Ranjan Y, Rashid Z, Dineley J, Downs J, Chatham C, Cummins N, Folarin A, Loth E, Buitelaar J, Murphy D, Dobson R, Simonoff E. A Dual In-Person and Remote Assessment Approach to Developing Digital End Points Relevant to Autism and Co-Occurring Conditions: Protocol for a Multisite Observational Study. JMIR Research Protocols 2025;14:e71145 View
  15. Liu W, Zhang Y, Tian Y, Li D, Gendeel M. A coordinative optimization for hybrid energy storage system based on scenario and allocation of wind power generation. Journal of Energy Storage 2026;141:119162 View