Published on in Vol 8, No 8 (2021): August
Preprints (earlier versions) of this paper are
available at
https://preprints.jmir.org/preprint/27589, first published
.
Journals
- Li S, Halabi R, Selvarajan R, Woerner M, Fillipo I, Banerjee S, Mosser B, Jain F, Areán P, Pratap A. Recruitment and Retention in Remote Research: Learnings From a Large, Decentralized Real-world Study. JMIR Formative Research 2022;6(11):e40765 View
- Xu X, Liu X, Zhang H, Wang W, Nepal S, Sefidgar Y, Seo W, Kuehn K, Huckins J, Morris M, Nurius P, Riskin E, Patel S, Althoff T, Campbell A, Dey A, Mankoff J. GLOBEM. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 2022;6(4):1 View
- Schweiger A, Rodebaugh T, Lenze E, Keenoy K, Hassenstab J, Kloeckner J, Gettinger T, Nicol G. Mindfulness Training for Depressed Older Adults Using Smartphone Technology: Protocol for a Fully Remote Precision Clinical Trial. JMIR Research Protocols 2022;11(10):e39233 View
- Dikaios K, Rempel S, Dumpala S, Oore S, Kiefte M, Uher R. Applications of Speech Analysis in Psychiatry. Harvard Review of Psychiatry 2023;31(1):1 View
- Hendricks-Sturrup R, Lu C. A survey of United States adult privacy perspectives and willingness to share real-world data. Journal of Clinical and Translational Science 2023;7(1) View
- Currey D, Torous J. Digital Phenotyping Data to Predict Symptom Improvement and Mental Health App Personalization in College Students: Prospective Validation of a Predictive Model. Journal of Medical Internet Research 2023;25:e39258 View
- Yang X, Knights J, Bangieva V, Kambhampati V. Association Between the Severity of Depressive Symptoms and Human-Smartphone Interactions: Longitudinal Study. JMIR Formative Research 2023;7:e42935 View
- Maatoug R, Oudin A, Adrien V, Saudreau B, Bonnot O, Millet B, Ferreri F, Mouchabac S, Bourla A. Digital phenotype of mood disorders: A conceptual and critical review. Frontiers in Psychiatry 2022;13 View
- Bennett C, Ross M, Baek E, Kim D, Leow A. Smartphone accelerometer data as a proxy for clinical data in modeling of bipolar disorder symptom trajectory. npj Digital Medicine 2022;5(1) View
- D’Mello R, Melcher J, Torous J. Similarity matrix-based anomaly detection for clinical intervention. Scientific Reports 2022;12(1) View
- Currey D, Torous J. Digital phenotyping correlations in larger mental health samples: analysis and replication. BJPsych Open 2022;8(4) View
- Griffith Fillipo I, Pullmann M, Hull T, Zech J, Wu J, Litvin B, Chen S, Arean P. Participant retention in a fully remote trial of digital psychotherapy: Comparison of incentive types. Frontiers in Digital Health 2022;4 View
- Cohen A, Naslund J, Chang S, Nagendra S, Bhan A, Rozatkar A, Thirthalli J, Bondre A, Tugnawat D, Reddy P, Dutt S, Choudhary S, Chand P, Patel V, Keshavan M, Joshi D, Mehta U, Torous J. Relapse prediction in schizophrenia with smartphone digital phenotyping during COVID-19: a prospective, three-site, two-country, longitudinal study. Schizophrenia 2023;9(1) View
- Ahmed M, Ahmed N. A Fast and Minimal System to Identify Depression Using Smartphones: Explainable Machine Learning–Based Approach. JMIR Formative Research 2023;7:e28848 View
- Wang W, Xu W, Chander A, Nepal S, Buck B, Pakhomov S, Cohen T, Ben-Zeev D, Campbell A. The Power of Speech in the Wild. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 2023;7(3):1 View
- Sieberts S, Burn A, Carey E, Carlson S, Fernandes B, Kalha J, Lindani S, Marten C, Neelakantan L, Ranganathan S, Sams N, Scanlan E, Shah H, Sumant S, Suver C, Tummalacherla M, Velloza J, Areán P, Collins P, Fazel M, Ford T, Freeman M, Pathare S, Zingela Z, Doerr M. Targeted recruitment and the role of choice in the engagement of youth in a randomised smartphone-based mental health study in India, South Africa, and the UK: results from the MindKind Study. Wellcome Open Research 2023;8:334 View
- Lenze E, Torous J, Arean P. Digital and precision clinical trials: innovations for testing mental health medications, devices, and psychosocial treatments. Neuropsychopharmacology 2024;49(1):205 View
- Tseng V, Tharp J, Reiter J, Ferrer W, Hong D, Doraiswamy P, Nickels S, Schilsky R, Allen J, Anderson M, Anstrom K, Araujo L, Arges K, Ardalan K, Baldwin B, Balu S, Bashir M, Bhapkar M, Bigelow R, Black T, Blanco R, Bloomfield G, Borkar D, Bouk L, Boulware E, Brugnoni N, Campbell E, Campbell P, Carin L, Cassella T, Cates T, Montgomery R, Christian V, Choong J, Cohen-Wolkowiez M, Cook E, Cousins S, Crawford A, Datta N, Daubert M, Davis J, Dirkes J, Doan I, Dockery M, Douglas P, Duckworth S, Dunham A, Dunn G, Ebersohl R, Eckstrand J, Fang V, Flora A, Ford E, Foster L, Fraulo E, French J, Ginsburg G, Green C, Greene L, Guptill J, Hamel D, Hamill J, Harrington C, Harrison R, Hedges L, Heidenfelder B, Hernandez A, Heydary C, Hicks T, Hight L, Hopkins D, Huang E, Huh G, Hurst J, Inman K, Janas G, Jaffee G, Johnson J, Keaton T, Khouri M, King D, Korzekwinski J, Koweek L, Kuo A, Kwee L, Landis D, Lipsky R, Lopez D, Lowry C, Marcom K, Marsolo K, McAdams P, McCall S, McGarrah R, McGugan J, Mee D, Mervin-Blake S, Mettu P, Meyer M, Meyers J, Miller C, Moen R, Muhlbaier L, Murphy M, Neely B, Newby L, Nicoldson J, Nguyen H, Nguyen M, O'Brien L, Onal S, O'Quinn J, Page D, Pagidipati N, Parikh K, Palmer S, Patrick-Lake B, Pattison B, Pencina M, Peterson E, Piccini J, Poole T, Povsic T, Provencher A, Rabineau D, Rich A, Rimmer S, Schwartz F, Serafin A, Shah N, Shah S, Shields K, Shipes S, Shrader P, Stiber J, Sutton L, Swamy G, Thomas B, Torres S, Tucci D, Twisdale A, Walker B, Whitney S, Williamson R, Wilverding L, Wong C, Wruck L, Young E, Perlmutter J, Krug S, Bowman-Zatzkin S, Assimes T, Bajaj V, Cheong M, Das M, Desai M, Fan A, Fleischmann D, Gambhir S, Gold G, Haddad F, Hong D, Langlotz C, Liao Y, Lu R, Mahaffey K, Maron D, McCue R, Munshi R, Rodriguez F, Shashidhar S, Sledge G, Spielman S, Spitler R, Swope S, Williams D, Pepine C, Lantos J, Pignone M, Heagerty P, Beskow L, Bernard G, Abad K, Angi G, Califf R, Deang L, Huynh J, Liu M, Mao C, Magdaleno M, Marks W, Mega J, Miller D, Ong N, Patel D, Ridaura V, Shore S, Short S, Tran M, Vu V, Wong C, Green R, Hernandez J, Benge J, Negrete G, Sierra G, Schaack T. Identifying a stable and generalizable factor structure of major depressive disorder across three large longitudinal cohorts. Psychiatry Research 2024;333:115702 View
- Langener A, Stulp G, Jacobson N, Costanzo A, Jagesar R, Kas M, Bringmann L. It’s All About Timing: Exploring Different Temporal Resolutions for Analyzing Digital-Phenotyping Data. Advances in Methods and Practices in Psychological Science 2024;7(1) View
- Englhardt Z, Ma C, Morris M, Chang C, Xu X, Qin L, McDuff D, Liu X, Patel S, Iyer V. From Classification to Clinical Insights. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 2024;8(2):1 View
- Terhorst Y, Knauer J, Philippi P, Baumeister H. The Relation Between Passively Collected GPS Mobility Metrics and Depressive Symptoms: Systematic Review and Meta-Analysis. Journal of Medical Internet Research 2024;26:e51875 View
- Langener A, Siepe B, Elsherif M, Niemeijer K, Andresen P, Akre S, Bringmann L, Cohen Z, Choukas N, Drexl K, Fassi L, Green J, Hoffmann T, Jagesar R, Kas M, Kurten S, Schoedel R, Stulp G, Turner G, Jacobson N. A template and tutorial for preregistering studies using passive smartphone measures. Behavior Research Methods 2024;56(8):8289 View
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Books/Policy Documents
- Bediou B, Wac K. Encyclopedia of Child and Adolescent Health. View