J. David Creswell - researchr alias

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Viewing Publication 1 - 8 from 8

2026

MindfulAgents: Personalizing Mindfulness Meditation via an Expert-Aligned Multi-Agent SystemMengyuan Millie Wu, Zhihan Jiang, Yuang Fan, Richard Feng, Sahiti Dharmavaram, Mathew Polowitz, Shawn Fallon, Bashima Islam, Lizbeth Benson, Irene Tung, J. David Creswell, Xuhai Xu. CHI 2026: [doi]

2025

Mindfulness Meditation and Respiration: Accelerometer-based Respiration Rate and Mindfulness Progress Estimation to Enhance App Engagement and Mindfulness SkillsMohammad Nur Hossain Khan, J. David Creswell, Jordan Albert, Patrick O'Connell, Shawn Fallon, Mathew Polowitz, Xuhai Orson Xu, Bashima Islam. imwut, 9(3), September 2025. [doi]

2022

A Computational Framework for Modeling Biobehavioral Rhythms from Mobile and Wearable Data StreamsRunze Yan, Xinwen Liu 0004, Janine M. Dutcher, Michael J. Tumminia, Daniella K. Villalba, Sheldon Cohen, J. David Creswell, Kasey G. Creswell, Jennifer Mankoff, Anind K. Dey, Afsaneh Doryab. tist, 13(3), 2022. [doi]

2021

Detecting Depression and Predicting its Onset Using Longitudinal Symptoms Captured by Passive Sensing: A Machine Learning Approach With Robust Feature SelectionPrerna Chikersal, Afsaneh Doryab, Michael J. Tumminia, Daniella K. Villalba, Janine M. Dutcher, Xinwen Liu, Sheldon Cohen, Kasey G. Creswell, Jennifer Mankoff, J. David Creswell, Mayank Goel, Anind K. Dey. TOCHI, 28(1), 2021. [doi]

Understanding Health and Behavioral Trends of Successful Students Through Machine Learning ModelsAbigale Kim, Fateme Nikseresht, Janine M. Dutcher, Michael J. Tumminia, Daniella K. Villalba, Sheldon Cohen, Kasey Creswel, J. David Creswell, Anind K. Dey, Jennifer Mankoff, Afsaneh Doryab. ihiet 2021: 516-525 [doi]

Leveraging Collaborative-Filtering for Personalized Behavior Modeling: A Case Study of Depression Detection among College StudentsXuhai Xu, Prerna Chikersal, Janine M. Dutcher, Yasaman S. Sefidgar, Woosuk Seo, Michael J. Tumminia, Daniella K. Villalba, Sheldon Cohen, Kasey G. Creswell, J. David Creswell, Afsaneh Doryab, Paula S. Nurius, Eve A. Riskin, Anind K. Dey, Jennifer Mankoff. imwut, 5(1), 2021. [doi]

2019

Leveraging Routine Behavior and Contextually-Filtered Features for Depression Detection among College StudentsXuhai Xu, Prerna Chikersal, Afsaneh Doryab, Daniella K. Villalba, Janine M. Dutcher, Michael J. Tumminia, Tim Althoff, Sheldon Cohen, Kasey G. Creswell, J. David Creswell, Jennifer Mankoff, Anind K. Dey. imwut, 3(3), 2019. [doi]

2011

Impact of mindfulness-based stress reduction training on intrinsic brain connectivityLisa A. Kilpatrick, Brandall Y. Suyenobu, Suzanne R. Smith, Joshua A. Bueller, Trudy Goodman, J. David Creswell, Kirsten Tillisch, Emeran A. Mayer, Bruce D. Naliboff. neuroimage, 56(1):290-298, 2011. [doi]

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