Afsaneh Doryab

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 11

Top Topics

Patients Undergoing

Machine Learning

Pluripotent Stem Cells

Health Promotion

Top Venues

Journal of medical Internet research

JMIR mHealth and uHealth

This page only lists publications with an associated author ORCID identifier.

Publications

Tahsin Mullick, Sam Shaaban, Ana Radovic, Afsaneh Doryab
Framework for Ranking Machine Learning Predictions of Limited, Multimodal, and Longitudinal Behavioral Passive Sensing Data: Combining User-Agnostic and Personalized Modeling. JMIR AI 3 (2024)
Runze Yan, Xinwen Liu, Janine M Dutcher, Michael J Tumminia, Daniella K Villalba, Sheldon Cohen, John D Creswell, Kasey G Creswell, Jennifer Mankoff, Anind K Dey, Afsaneh Doryab
Identifying Links Between Productivity and Biobehavioral Rhythms Modeled From Multimodal Sensor Streams: Exploratory Quantitative Study. JMIR AI 3 (2024)
Runze Yan, Xinwen Liu, Janine M Dutcher, Michael J Tumminia, Daniella K Villalba, Sheldon Cohen, John D Creswell, Kasey G Creswell, Jennifer Mankoff, Anind K Dey, Afsaneh Doryab
Identifying Links Between Productivity and Biobehavioral Rhythms Modeled From Multimodal Sensor Streams: Exploratory Quantitative Study. JMIR AI 3 (2024)
Tahsin Mullick, Sam Shaaban, Ana Radovic, Afsaneh Doryab
Framework for Ranking Machine Learning Predictions of Limited, Multimodal, and Longitudinal Behavioral Passive Sensing Data: Combining User-Agnostic and Personalized Modeling. JMIR AI 3 (2024)
Tahsin Mullick, Sam Shaaban, Ana Radovic, Afsaneh Doryab
Framework for Ranking Machine Learning Predictions of Limited, Multimodal, and Longitudinal Behavioral Passive Sensing Data: Combining User-Agnostic and Personalized Modeling. JMIR AI 3 (2024)
Runze Yan, Xinwen Liu, Janine M Dutcher, Michael J Tumminia, Daniella K Villalba, Sheldon Cohen, John D Creswell, Kasey G Creswell, Jennifer Mankoff, Anind K Dey, Afsaneh Doryab
Identifying Links Between Productivity and Biobehavioral Rhythms Modeled From Multimodal Sensor Streams: Exploratory Quantitative Study. JMIR AI 3 (2024)
Tahsin Mullick, Sam Shaaban, Ana Radovic, Afsaneh Doryab
Framework for Ranking Machine Learning Predictions of Limited, Multimodal, and Longitudinal Behavioral Passive Sensing Data: Combining User-Agnostic and Personalized Modeling. JMIR AI 3 (2024)
Tahsin Mullick, Ana Radovic, Sam Shaaban, Afsaneh Doryab
Predicting Depression in Adolescents Using Mobile and Wearable Sensors: Multimodal Machine Learning-Based Exploratory Study. JMIR formative research 6 (6) (2022)
Carissa A Low, Meng Li, Julio Vega, Krina C Durica, Denzil Ferreira, Vernissia Tam, Melissa E Hogg, Herbert J Zeh, Afsaneh Doryab, Anind K Dey
Digital Biomarkers of Symptom Burden Self-Reported by Perioperative Patients Undergoing Pancreatic Surgery: Prospective Longitudinal Study. JMIR cancer 7 (2) (2021)
Afsaneh Doryab, Daniella K Villalba, Prerna Chikersal, Janine M Dutcher, Michael J Tumminia, Xinwen Liu, Sheldon Cohen, Kasey G Creswell, Jennifer Mankoff, John D Creswell, Anind K Dey
Identifying Behavioral Phenotypes of Loneliness and Social Isolation with Passive Sensing: Statistical Analysis, Data Mining and Machine Learning of Smartphone and Fitbit Data. JMIR mHealth and uHealth 7 (7) (2019)
Carissa A Low, Anind K Dey, Denzil Ferreira, Thomas W Kamarck, Weijing Sun, Sang Won Bae, Afsaneh Doryab
Estimation of Symptom Severity During Chemotherapy From Passively Sensed Data: Exploratory Study. Journal of medical Internet research 19 (12) (2017)