| Identifying behavioral phenotypes of loneliness and social isolation with passive sensing: statistical analysis, data mining and machine learning of smartphone and fitbit data A Doryab, DK Villalba, P Chikersal, JM Dutcher, M Tumminia, X Liu, ... JMIR mHealth and uHealth 7 (7), e13209, 2019 | 143* | 2019 |
| Leveraging Routine Behavior and Contextually-Filtered Features for Depression Detection among College Students X Xu, P Chikersal, A Doryab, DK Villalba, JM Dutcher, MJ Tumminia, ... Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2019 | 141 | 2019 |
| Detecting Depression and Predicting its Onset Using Longitudinal Symptoms Captured by Passive Sensing: A Machine Learning Approach With Robust Feature Selection P Chikersal, A Doryab, M Tumminia, DK Villalba, JM Dutcher, X Liu, ... ACM Transactions on Computer-Human Interaction (TOCHI) 28 (1), 1-41, 2021 | 127 | 2021 |
| Leveraging Collaborative-Filtering for Personalized Behavior Modeling: A Case Study of Depression Detection among College Students X Xu, P Chikersal, JM Dutcher, YS Sefidgar, W Seo, MJ Tumminia, ... Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2021 | 71 | 2021 |
| How is mindfulness linked to negative and positive affect? Rumination as an explanatory process in a prospective longitudinal study of adolescents MJ Tumminia, BA Colaianne, RW Roeser, BM Galla Journal of youth and adolescence 49 (10), 2136-2148, 2020 | 48 | 2020 |
| Lack of belonging predicts depressive symptomatology in college students JM Dutcher, J Lederman, M Jain, S Price, A Kumar, DK Villalba, ... Psychological science 33 (7), 1048-1067, 2022 | 46 | 2022 |
| Nightly sleep duration predicts grade point average in the first year of college JD Creswell, MJ Tumminia, S Price, Y Sefidgar, S Cohen, Y Ren, J Brown, ... Proceedings of the National Academy of Sciences 120 (8), e2209123120, 2023 | 28 | 2023 |
| Why do non-artists draw the eyes too far up the head? How vertical eye-drawing errors relate to schematic knowledge, pseudoneglect, and context-based perceptual biases. J Ostrofsky, A Kozbelt, M Tumminia, M Cipriano Psychology of Aesthetics, Creativity, and the Arts 10 (3), 332, 2016 | 18 | 2016 |
| Changes in brain connectivity following exposure to bilateral eye movements JI Fleck, R Olsen, M Tumminia, F DePalma, J Berroa, A Vrabel, S Miller Brain and cognition 123, 142-153, 2018 | 17 | 2018 |
| A Computational Framework for Modeling Biobehavioral Rhythms from Mobile and Wearable Data Streams R Yan, X Liu, J Dutcher, M Tumminia, D Villalba, S Cohen, D Creswell, ... ACM Transactions on Intelligent Systems and Technology (TIST) 13 (3), 1-27, 2022 | 13 | 2022 |
| Adolescents’ Experiences of Distress and Well-being During Intensive Mindfulness Practice: A Mixed-methods Study MJ Tumminia, SE DeVlieger, S Colvin, T Akiva, BM Galla Mindfulness 13 (8), 1971-1983, 2022 | 3 | 2022 |
| The role of relatedness: Applying a developmental-relational view of compassion in adolescence BA Colaianne, P Condon, MJ Tumminia, BM Galla, RW Roeser Journal of Applied Developmental Psychology 88, 101569, 2023 | 2 | 2023 |
| CoRhythMo: A Computational Framework for Modeling Biobehavioral Rhythms from Mobile and Wearable Data Streams R Yan, X Liu, JM Dutcher, MJ Tumminia, D Villalba, S Cohen, D Creswell, ... bioRxiv, 2020.08. 10.244020, 2020 | 2 | 2020 |
| College students’ daily mind wandering is related to lower social well-being P Beloborodova, JM Dutcher, DK Villalba, MJ Tumminia, A Doryab, ... Journal of American College Health, 1-13, 2024 | 1 | 2024 |
| 0258 Early Semester Sleep Variability Predicts Depression Among College Students S Price, P Chikersal, A Doryab, D Villalba, J Dutcher, M Tumminia, ... Sleep 43, A98, 2020 | 1 | 2020 |
| Thematic analysis of student perceptions of resources and demands experienced in introductory physics A Pelakh, ML Good, E Kuo, M Tumminia, N Jamal-Orozco, A Adelman, ... arXiv preprint arXiv:2502.14692, 2025 | | 2025 |
| Identifying Links Between Productivity and Biobehavioral Rhythms Modeled From Multimodal Sensor Streams: Exploratory Quantitative Study R Yan, X Liu, JM Dutcher, MJ Tumminia, D Villalba, S Cohen, JD Creswell, ... JMIR AI 3, e47194, 2024 | | 2024 |
| Mindfulness Training in Introductory Physics: Preregistration Plan 5 MJ Tumminia, E Kuo, M Good, A Pelakh, T Benson-Greenwald, ... OSF, 2023 | | 2023 |
| DEPRESSION TRAJECTORIES AMONG FIRST YEAR COLLEGE STUDENTS A Yunusova, C Huang, S Price, JM Dutcher, D Villalba, MJ Tumminia, ... PSYCHOSOMATIC MEDICINE 84 (5), A14-A15, 2022 | | 2022 |
| 2021, April. Understanding health and behavioral trends of successful students through machine learning models. In International Conference on Human Interaction and Emerging … A Kim, F Nikseresht, JM Dutcher, M Tumminia, D Villalba, S Cohen, ... International Conference on Human Interaction and Emerging Technologies, 2021 | | 2021 |
Sheldon CohenRobert E. Doherty University Emeritus Professor of Psychology, Carnegie MellonPatvirtintas el. paštas cmu.edu