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Louis Faust
Louis Faust
Verified email at mayo.edu
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Cited by
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Year
Restful: Resolution-aware forecasting of behavioral time series data
X Wu, B Shi, Y Dong, C Huang, L Faust, NV Chawla
Proceedings of the 27th ACM International Conference on Information and …, 2018
462018
Findings from a mobile application–based cohort are consistent with established knowledge of the menstrual cycle, fertile window, and conception
L Faust, D Bradley, E Landau, K Noddin, LV Farland, A Baron, A Wolfberg
Fertility and Sterility 112 (3), 450-457. e3, 2019
392019
Social network structure is predictive of health and wellness
S Lin, L Faust, P Robles-Granda, T Kajdanowicz, NV Chawla
PloS one 14 (6), e0217264, 2019
302019
Exploring compliance: Observations from a large scale Fitbit study
L Faust, R Purta, D Hachen, A Striegel, C Poellabauer, O Lizardo, ...
Proceedings of the 2nd International Workshop on Social Sensing, 55-60, 2017
292017
Deviations from normal bedtimes are associated with short-term increases in resting heart rate
L Faust, K Feldman, SM Mattingly, D Hachen, N V. Chawla
NPJ digital medicine 3 (1), 39, 2020
222020
Beyond volume: The impact of complex healthcare data on the machine learning pipeline
K Feldman, L Faust, X Wu, C Huang, NV Chawla
Towards Integrative Machine Learning and Knowledge Extraction: BIRS Workshop …, 2017
222017
Improved sleep detection through the fusion of phone agent and wearable data streams
GJ Martinez, SM Mattingly, J Young, L Faust, AK Dey, AT Campbell, ...
2020 IEEE International Conference on Pervasive Computing and Communications …, 2020
172020
From design to development to evaluation of a pregnancy app for low-income women in a community-based setting
BM Chaudhry, L Faust, NV Chawla
Proceedings of the 21st International Conference on Human-Computer …, 2019
112019
Artificial intelligence-enabled ECG to identify silent atrial fibrillation in embolic stroke of unknown source
AA Rabinstein, MD Yost, L Faust, AH Kashou, OS Latif, J Graff-Radford, ...
Journal of Stroke and Cerebrovascular Diseases 30 (9), 105998, 2021
82021
Examining the weekend effect across ICU performance metrics
L Faust, K Feldman, NV Chawla
Critical Care 23, 1-9, 2019
72019
Physical activity trend extraction: a framework for extracting moderate-vigorous physical activity trends from wearable fitness tracker data
L Faust, C Wang, D Hachen, O Lizardo, NV Chawla
JMIR mHealth and uHealth 7 (3), e11075, 2019
52019
What 30 days tells us about 3 years: identifying early signs of user abandonment and non-adherence
L Faust, P Jiménez-Pazmino, JK Holland, O Lizardo, D Hachen, ...
Proceedings of the 13th EAI International Conference on Pervasive Computing …, 2019
42019
Development and Evaluation of a Web Application for Prenatal Care Coordinators in the United States
BM Chaudhry, L Faust, NV Chawla
Extending the Boundaries of Design Science Theory and Practice: 14th …, 2019
32019
Examining Response to Negative Life Events Through Fitness Tracker Data
L Faust, K Feldman, S Lin, S Mattingly, S D'Mello, NV Chawla
Frontiers in Digital Health 3, 659088, 2021
22021
Towards an Integrated mHealth Platform for Community-based Maternity Health Workers in Low-Income Communities
BM Chaudhry, L Faust, NV Chawla
Proceedings of the 12th EAI International Conference on Pervasive Computing …, 2018
22018
Screening for idiopathic pulmonary fibrosis using comorbidity signatures in electronic health records
D Onishchenko, RJ Marlowe, CG Ngufor, LJ Faust, AH Limper, ...
Nature Medicine 28 (10), 2107-2116, 2022
12022
Toward Robust Stress Prediction in the Age of Wearables: Modeling Perceived Stress in a Longitudinal Study with Information Workers
BM Booth, H Vrzakova, SM Mattingly, GJ Martinez, L Faust, SK D’Mello
IEEE Transactions on Affective Computing 13 (4), 2201-2217, 2022
12022
Lan: Learning to augment noise tolerance for self-report survey labels
S Lin, L Faust, NV Chawla
2021 IEEE International Conference on Pervasive Computing and Communications …, 2021
12021
Quantifying subjective well-being using trends in weekend activity
L Faust, D Hachen, O Lizardo, NV Chawla
2018 IEEE International Conference on Healthcare Informatics (ICHI), 123-129, 2018
12018
Long-Term Compliance Habits: What Early Data Tells Us
L Faust, P Jiménez, D Hachen, O Lizardo, A Striegel, NV Chawla
arXiv preprint arXiv:1804.04256, 2018
12018
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