Flattening the mental health curve: COVID-19 stay-at-home orders are associated with alterations in mental health search behavior in the United States NC Jacobson, D Lekkas, G Price, MV Heinz, M Song, AJ O’Malley, ... JMIR mental health 7 (6), e19347, 2020 | 244 | 2020 |
Deep learning paired with wearable passive sensing data predicts deterioration in anxiety disorder symptoms across 17–18 years NC Jacobson, D Lekkas, R Huang, N Thomas Journal of Affective Disorders 282, 104-111, 2021 | 60 | 2021 |
Association of COVID19-induced anosmia and ageusia with depression and suicidal ideation E Yom-Tov, D Lekkas, NC Jacobson Journal of affective disorders reports 5, 100156, 2021 | 56 | 2021 |
Predicting acute suicidal ideation on Instagram using ensemble machine learning models D Lekkas, RJ Klein, NC Jacobson Internet interventions 25, 100424, 2021 | 42 | 2021 |
Cold-induced browning of inguinal white adipose tissue is independent of adipose tissue cyclooxygenase-2 GK Paschos, SY Tang, KN Theken, X Li, I Verginadis, D Lekkas, ... Cell reports 24 (4), 809-814, 2018 | 42 | 2018 |
Comparative evaluation of RNA-Seq library preparation methods for strand-specificity and low input D Sarantopoulou, SY Tang, E Ricciotti, NF Lahens, D Lekkas, J Schug, ... Scientific reports 9 (1), 13477, 2019 | 36 | 2019 |
The circadian clock control of adipose tissue physiology and metabolism D Lekkas, GK Paschos Autonomic Neuroscience 219, 66-70, 2019 | 30 | 2019 |
Impact of online mental health screening tools on help-seeking, care receipt, and suicidal ideation and suicidal intent: Evidence from internet search behavior in a large US cohort NC Jacobson, E Yom-Tov, D Lekkas, M Heinz, L Liu, PJ Barr Journal of psychiatric research 145, 276-283, 2022 | 27 | 2022 |
Using artificial intelligence and longitudinal location data to differentiate persons who develop posttraumatic stress disorder following childhood trauma D Lekkas, NC Jacobson Scientific reports 11 (1), 10303, 2021 | 27 | 2021 |
Using smartphone app use and lagged-ensemble machine learning for the prediction of work fatigue and boredom D Lekkas, GD Price, NC Jacobson Computers in human behavior 127, 107029, 2022 | 25 | 2022 |
Graphene transistor arrays functionalized with genetically engineered antibody fragments for Lyme disease diagnosis Z Gao, P Ducos, H Ye, J Zauberman, A Sriram, X Yang, Z Wang, ... 2D Materials 7 (2), 024001, 2020 | 25 | 2020 |
Investigating Generalizability of Speech-based Suicidal Ideation Detection Using Mobile Phones A Pillai, SK Nepal, W Wang, M Nemesure, M Heinz, G Price, D Lekkas, ... Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2024 | 23 | 2024 |
Depressive symptoms as a heterogeneous and constantly evolving dynamical system: Idiographic depressive symptom networks of rapid symptom changes among persons with major … MD Nemesure, AC Collins, GD Price, TZ Griffin, A Pillai, S Nepal, ... Journal of psychopathology and clinical science 133 (2), 155, 2024 | 20 | 2024 |
Using the COVID-19 pandemic to assess the influence of news affect on online mental health-related search behavior across the United States: integrated sentiment analysis and … D Lekkas, JA Gyorda, GD Price, Z Wortzman, NC Jacobson Journal of Medical Internet Research 24 (1), e32731, 2022 | 16 | 2022 |
MoodCapture: Depression Detection Using In-the-Wild Smartphone Images S Nepal, A Pillai, W Wang, T Griffin, AC Collins, M Heinz, D Lekkas, ... Proceedings of the CHI Conference on Human Factors in Computing Systems, 1-18, 2024 | 12 | 2024 |
The application of machine learning to online mindfulness intervention data: a primer and empirical example in compliance assessment D Lekkas, G Price, J McFadden, NC Jacobson Mindfulness 12, 2519-2534, 2021 | 12 | 2021 |
Depression deconstructed: wearables and passive digital phenotyping for analyzing individual symptoms D Lekkas, JA Gyorda, GD Price, NC Jacobson Behaviour Research and Therapy 168, 104382, 2023 | 10 | 2023 |
Digitally filling the access gap in mental health care: An investigation of the association between rurality and online engagement with validated self-report screens across the … E Yom-Tov, D Lekkas, MV Heinz, T Nguyen, PJ Barr, NC Jacobson Journal of Psychiatric Research 157, 112-118, 2023 | 7 | 2023 |
Using passive sensor data to probe associations of social structure with changes in personality: A synthesis of network analysis and machine learning D Lekkas, JA Gyorda, EL Moen, NC Jacobson Plos one 17 (11), e0277516, 2022 | 7 | 2022 |
Evaluating the impact of mask mandates and political party affiliation on mental health internet search behavior in the United States during the COVID-19 pandemic: Generalized … JA Gyorda, D Lekkas, G Price, NC Jacobson Journal of Medical Internet Research 25, e40308, 2023 | 6 | 2023 |