Janine M. Dutcher

Identifying Behavioral Phenotypes of Loneliness and Social Isolation with Passive Sensing: Statistical Analysis, Data Mining and Machine Learning of Smartphone and Fitbit Data

Afsaneh Doryab, Daniella K. Villalba, Prerna Chikersal et al. · JMIR mhealth and uhealth · 2019 · 169 citations · Full text

Exposure to an inflammatory challenge enhances neural sensitivity to negative and positive social feedback

Keely A. Muscatell, Mona Moieni, Tristen K. Inagaki et al. · Brain Behavior and Immunity · 2016 · 137 citations · Full text

Psychoneuroimmunology, Neurobiological Mechanism, Integrative Neuroscience +13

Leveraging Routine Behavior and Contextually-Filtered Features for Depression Detection among College Students

Xuhai Xu, Prerna Chikersal, Afsaneh Doryab et al. · Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies · 2019 · 132 citations · Full text

Engineering, Machine Learning, Routine Behavior +28

Detecting Depression and Predicting its Onset Using Longitudinal Symptoms Captured by Passive Sensing

Prerna Chikersal, Afsaneh Doryab, Michael Tumminia et al. · ACM Transactions on Computer-Human Interaction · 2021 · 132 citations

Engineering, Machine Learning, Psychopathology +22

The role of the ventral striatum in inflammatory-induced approach toward support figures

Tristen K. Inagaki, Keely A. Muscatell, Michael R. Irwin et al. · Brain Behavior and Immunity · 2014 · 130 citations · Full text

Inflammation, Psychoneuroimmunology, Neuropsychology +14