Підписатись
Afsaneh Doryab
Afsaneh Doryab
Assistant Professor, University of Virginia
Підтверджена електронна адреса в virginia.edu - Домашня сторінка
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Bewell: A smartphone application to monitor, model and promote wellbeing
ND Lane, M Mohammod, M Lin, X Yang, H Lu, S Ali, A Doryab, E Berke, ...
5th international ICST conference on pervasive computing technologies for …, 2011
5782011
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
3152014
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
2322014
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
1522013
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
1412019
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
1412019
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
1272021
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
1222011
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
922012
Detection of behavior change in people with depression
A Doryab, JK Min, J Wiese, J Zimmerman, J Hong
Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
892014
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
712021
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
702017
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
662011
Lack of belonging predicts depressive symptomatology in college students
JM Dutcher, J Lederman, M Jain, S Price, A Kumar, DK Villalba, ...
Psychological science 33 (7), 1048-1067, 2022
462022
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
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
442022
Deep reinforcement learning verification: a survey
M Landers, A Doryab
ACM Computing Surveys 55 (14s), 1-31, 2023
302023
HHAR-net: Hierarchical Human Activity Recognition using Neural Networks
M Fazli, K Kowsari, E Gharavi, L Barnes, A Doryab
Intelligent Human Computer Interaction: 12th International Conference, IHCI …, 2021
302021
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
302019
Nightly sleep duration predicts grade point average in the first year of college
JD Creswell, MJ Tumminia, S Price, Y Sefidgar, S Cohen, Y Ren, J Brown, ...
Proceedings of the National Academy of Sciences 120 (8), e2209123120, 2023
282023
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