Afsaneh Doryab

6PUBLICATIONS
25CO-AUTHORS
Systems physiologySemi- and unsupervised learningAdolescent healthPredictive and prognostic markersBehavioural epidemiology
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Publications (6)

|Jun 14, 2024
Identifying Links Between Productivity and Biobehavioral Rhythms Modeled From Multimodal Sensor Streams: Exploratory Quantitative Study.

Runze Yan, Xinwen Liu, Janine M Dutcher

|Jun 14, 2024
Framework for Ranking Machine Learning Predictions of Limited, Multimodal, and Longitudinal Behavioral Passive Sensing Data: Combining User-Agnostic and Personalized Modeling.

Tahsin Mullick, Sam Shaaban, Ana Radovic

|Jun 24, 2022
Predicting Depression in Adolescents Using Mobile and Wearable Sensors: Multimodal Machine Learning-Based Exploratory Study.

Tahsin Mullick, Ana Radovic, Sam Shaaban

|Apr 27, 2021
Digital Biomarkers of Symptom Burden Self-Reported by Perioperative Patients Undergoing Pancreatic Surgery: Prospective Longitudinal Study.

Carissa A Low, Meng Li, Julio Vega

|Jul 26, 2019
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

|Dec 21, 2017
Estimation of Symptom Severity During Chemotherapy From Passively Sensed Data: Exploratory Study.

Carissa A Low, Anind K Dey, Denzil Ferreira

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Frequent Collaborators

4 joint publications

Anind K Dey

2 joint publications

Carissa A Low

2 joint publications

Denzil Ferreira

2 joint publications

Jennifer Mankoff