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Afsaneh Doryab
Afsaneh Doryab
Assistant Professor, University of Virginia
Verifisert e-postadresse på virginia.edu - Startside
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Bewell: A smartphone application to monitor, model and promote wellbeing
N Lane, M Mohammod, M Lin, X Yang, H Lu, S Ali, A Doryab, E Berke, ...
5th international ICST conference on pervasive computing technologies for …, 2012
5472012
Toss'n'turn: smartphone as sleep and sleep quality detector
JK Min, A Doryab, J Wiese, S Amini, J Zimmerman, JI Hong
Proceedings of the SIGCHI conference on human factors in computing systems …, 2014
2832014
Bewell: Sensing sleep, physical activities and social interactions to promote wellbeing
ND Lane, M Lin, M Mohammod, X Yang, H Lu, G Cardone, S Ali, ...
Mobile Networks and Applications 19, 345-359, 2014
2122014
Supporting disease insight through data analysis: refinements of the monarca self-assessment system
M Frost, A Doryab, M Faurholt-Jepsen, LV Kessing, JE Bardram
Proceedings of the 2013 ACM international joint conference on Pervasive and …, 2013
1402013
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
1172019
Phase recognition during surgical procedures using embedded and body-worn sensors
JE Bardram, A Doryab, RM Jensen, PM Lange, KLG Nielsen, ST Petersen
2011 IEEE international conference on pervasive computing and communications …, 2011
1152011
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
982019
BeWell+ multi-dimensional wellbeing monitoring with community-guided user feedback and energy optimization
M Lin, ND Lane, M Mohammod, X Yang, H Lu, G Cardone, S Ali, ...
Proceedings of the conference on Wireless Health, 1-8, 2012
862012
Detection of behavior change in people with depression
A Doryab, JK Min, J Wiese, J Zimmerman, J Hong
Workshops at the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
802014
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
722021
Activity analysis: applying activity theory to analyze complex work in hospitals
J Bardram, A Doryab
Proceedings of the ACM 2011 conference on Computer supported cooperative …, 2011
612011
Estimation of symptom severity during chemotherapy from passively sensed data: exploratory study
CA Low, AK Dey, D Ferreira, T Kamarck, W Sun, S Bae, A Doryab
Journal of medical Internet research 19 (12), e420, 2017
602017
Impact factor analysis: combining prediction with parameter ranking to reveal the impact of behavior on health outcome
A Doryab, M Frost, M Faurholt-Jepsen, LV Kessing, JE Bardram
Personal and Ubiquitous Computing 19, 355-365, 2015
462015
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
422021
Designing activity-aware recommender systems for operating rooms
A Doryab, JE Bardram
Proceedings of the 2011 Workshop on Context-awareness in Retrieval and …, 2011
272011
Modeling biobehavioral rhythms with passive sensing in the wild: a case study to predict readmission risk after pancreatic surgery
A Doryab, AK Dey, G Kao, C Low
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2019
252019
Clinical surfaces–activity-based computing for distributed multi-display environments in hospitals
JE Bardram, J Bunde-Pedersen, A Doryab, S Sørensen
Human-Computer Interaction–INTERACT 2009: 12th IFIP TC 13 International …, 2009
232009
Predicting depression in adolescents using mobile and wearable sensors: Multimodal machine learning–based exploratory study
T Mullick, A Radovic, S Shaaban, A Doryab
JMIR Formative Research 6 (6), e35807, 2022
212022
Digital biomarkers of symptom burden self-reported by perioperative patients undergoing pancreatic surgery: prospective longitudinal study
CA Low, M Li, J Vega, KC Durica, D Ferreira, V Tam, M Hogg, H Zeh III, ...
JMIR cancer 7 (2), e27975, 2021
202021
'MASTerful'Matchmaking in Service Transactions: Inferred Abilities, Needs and Interests versus Activity Histories
H Jung, V Bellotti, A Doryab, D Leitersdorf, J Chen, BV Hanrahan, S Lee, ...
Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems …, 2016
202016
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