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Nabil Alshurafa
Nabil Alshurafa
Associate Professor of Preventive Medicine and of Computer Science, Northwestern University
Verifierad e-postadress på northwestern.edu - Startsida
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Deep learning in human activity recognition with wearable sensors: A review on advances
S Zhang, Y Li, S Zhang, F Shahabi, S Xia, Y Deng, N Alshurafa
Sensors 22 (4), 1476, 2022
2142022
Monitoring eating habits using a piezoelectric sensor-based necklace
H Kalantarian, N Alshurafa, T Le, M Sarrafzadeh
Computers in biology and medicine 58, 46-55, 2015
1852015
Wearable food intake monitoring technologies: A comprehensive review
T Vu, F Lin, N Alshurafa, W Xu
Computers 6 (1), 4, 2017
1662017
Designing a robust activity recognition framework for health and exergaming using wearable sensors
N Alshurafa, W Xu, JJ Liu, MC Huang, B Mortazavi, CK Roberts, ...
IEEE Journal of Biomedical and Health Informatics 18 (5), 1636-1646, 2013
1142013
Determining the single best axis for exercise repetition recognition and counting on smartwatches
BJ Mortazavi, M Pourhomayoun, G Alsheikh, N Alshurafa, SI Lee, ...
2014 11th international conference on wearable and implantable body sensor …, 2014
1102014
A wearable nutrition monitoring system
H Kalantarian, N Alshurafa, M Sarrafzadeh
2014 11th international conference on wearable and implantable body sensor …, 2014
1082014
Wanda: An end-to-end remote health monitoring and analytics system for heart failure patients
M Lan, L Samy, N Alshurafa, MK Suh, H Ghasemzadeh, ...
Proceedings of the conference on Wireless Health, 1-8, 2012
1082012
Recognition of nutrition intake using time-frequency decomposition in a wearable necklace using a piezoelectric sensor
N Alshurafa, H Kalantarian, M Pourhomayoun, JJ Liu, S Sarin, ...
IEEE sensors journal 15 (7), 3909-3916, 2015
1032015
A dense pressure sensitive bedsheet design for unobtrusive sleep posture monitoring
JJ Liu, W Xu, MC Huang, N Alshurafa, M Sarrafzadeh, N Raut, B Yadegar
2013 IEEE international conference on pervasive computing and communications …, 2013
1032013
Necksense: A multi-sensor necklace for detecting eating activities in free-living conditions
S Zhang, Y Zhao, DT Nguyen, R Xu, S Sen, J Hester, N Alshurafa
Proceedings of the ACM on interactive, mobile, wearable and ubiquitous …, 2020
902020
UStress: Understanding college student subjective stress using wrist-based passive sensing
B Egilmez, E Poyraz, W Zhou, G Memik, P Dinda, N Alshurafa
2017 IEEE International Conference on Pervasive Computing and Communications …, 2017
822017
Sleep posture analysis using a dense pressure sensitive bedsheet
JJ Liu, W Xu, MC Huang, N Alshurafa, M Sarrafzadeh, N Raut, B Yadegar
Pervasive and Mobile Computing 10, 34-50, 2014
802014
Remote health monitoring outcome success prediction using baseline and first month intervention data
N Alshurafa, C Sideris, M Pourhomayoun, H Kalantarian, M Sarrafzadeh, ...
IEEE journal of biomedical and health informatics 21 (2), 507-514, 2016
742016
Automatic, wearable-based, in-field eating detection approaches for public health research: a scoping review
BM Bell, R Alam, N Alshurafa, E Thomaz, AS Mondol, K de la Haye, ...
NPJ digital medicine 3 (1), 38, 2020
722020
A survey of diet monitoring technology
H Kalantarian, N Alshurafa, M Sarrafzadeh
IEEE Pervasive Computing 16 (1), 57-65, 2017
702017
A wearable sensor system for medication adherence prediction
H Kalantarian, B Motamed, N Alshurafa, M Sarrafzadeh
Artificial intelligence in medicine 69, 43-52, 2016
702016
A smartwatch-based medication adherence system
H Kalantarian, N Alshurafa, E Nemati, T Le, M Sarrafzadeh
2015 IEEE 12th International Conference on Wearable and Implantable Body …, 2015
622015
Dynamic computation offloading for low-power wearable health monitoring systems
H Kalantarian, C Sideris, B Mortazavi, N Alshurafa, M Sarrafzadeh
IEEE Transactions on Biomedical Engineering 64 (3), 621-628, 2016
602016
Detection of gestures associated with medication adherence using smartwatch-based inertial sensors
H Kalantarian, N Alshurafa, M Sarrafzadeh
IEEE Sensors Journal 16 (4), 1054-1061, 2015
572015
Breathsens: A continuous on-bed respiratory monitoring system with torso localization using an unobtrusive pressure sensing array
JJ Liu, MC Huang, W Xu, X Zhang, L Stevens, N Alshurafa, M Sarrafzadeh
IEEE journal of biomedical and health informatics 19 (5), 1682-1688, 2014
552014
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Artiklar 1–20