63 Publications (Page 1 of 3)
2025
Improving Food Image Recognition with Noisy Vision Transformer
Ghosh, Tonmoy and Sazonov, Edward
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference, vol. 2025, pp. 1-5, Jul 2025. | Journal Article
2018
Dietary Intake and Physical Activity Assessment: Current Tools, Techniques, and Technologies for Use in Adult Populations.
McClung, Holly L⋅Ptomey, Lauren T⋅Shook, Robin P⋅Aggarwal, Anju⋅Gorczyca, Anna M⋅Sazonov, Edward S⋅Becofsky, Katie⋅Weiss, Rick and Das, Sai Krupa
American journal of preventive medicine, vol. 55, (no. 4), pp. e93-e104, October 2018. | Journal Article
2016
A Novel Wearable Device for Food Intake and Physical Activity Recognition.
Farooq, Muhammad and Sazonov, Edward
Sensors (Basel, Switzerland), vol. 16, (no. 7), July 11, 2016. | Journal Article
2015
Energy intake estimation from counts of chews and swallows.
Fontana, Juan M⋅Higgins, Janine A⋅Schuckers, Stephanie C⋅Bellisle, France⋅Pan, Zhaoxing⋅Melanson, Edward L⋅Neuman, Michael R and Sazonov, Edward
Appetite, vol. 85, pp. 14-21, February 2015. | Journal Article
 
Posture and activity recognition and energy expenditure estimation in a wearable platform.
Sazonov, Edward⋅Hegde, Nagaraj⋅Browning, Raymond C⋅Melanson, Edward L and Sazonova, Nadezhda A
IEEE journal of biomedical and health informatics, vol. 19, (no. 4), pp. 1339-1346, July 2015. | Journal Article
2014
Automatic ingestion monitor: a novel wearable device for monitoring of ingestive behavior.
Fontana, Juan M⋅Farooq, Muhammad and Sazonov, Edward
IEEE transactions on bio-medical engineering, vol. 61, (no. 6), pp. 1772-1779, June 2014. | Journal Article
 
Posture and activity recognition and energy expenditure prediction in a wearable platform.
Sazonova, Nadezhda⋅Browning, Raymond⋅Melanson, Edward and Sazonov, Edward
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference, vol. 2014, pp. 4163-4167, 2014. | Journal Article
 
Sensors and systems for obesity care and research.
Jovanov, Emil⋅Sazonov, Edward and Poon, Carmen
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference, vol. 2014, pp. 3188-3191, 2014. | Journal Article
2013
A comparison of energy expenditure estimation of several physical activity monitors.
Dannecker, Kathryn L⋅Sazonova, Nadezhda A⋅Melanson, Edward L⋅Sazonov, Edward and Browning, Raymond C
Medicine and science in sports and exercise, vol. 45, (no. 11), pp. 2105-12, 2013/Nov. | Journal Article
 
A Wearable Sensor System for Monitoring Cigarette Smoking
Sazonov, Edward S⋅Lopez-Meyer, Paulo and Tiffany, Stephen
Journal of Studies on Alcohol and Drugs, vol. 74, (no. 6), Nov 2013. | Journal Article
 
Detection of cigarette smoke inhalations from respiratory signals using reduced feature set.
Patil, Yogendra⋅Lopez-Meyer, Paulo⋅Tiffany, Stephen and Sazonov, Edward
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference, vol. 2013, pp. 6031-4, 2013. | Journal Article
 
Detection of Hand-to-Mouth Gestures Using a RF Operated Proximity Sensor for Monitoring Cigarette Smoking.
Lopez-Meyer, Paulo⋅Patil, Yogendra⋅Tiffany, Tiffany and Sazonov, Edward
The open biomedical engineering journal, vol. 9, pp. 41-9, 2013. | Journal Article
 
Development of SmartStep: an insole-based physical activity monitor.
Sazonov, Edward⋅Hegde, Nagaraj and Tang, Wenlong
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference, vol. 2013, pp. 7209-12, 2013. | Journal Article
 
Estimation of feature importance for food intake detection based on Random Forests classification.
Fontana, Juan M⋅Farooq, Muhammad and Sazonov, Edward
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference, vol. 2013, pp. 6756-9, 2013. | Journal Article
 
Evaluation of Chewing and Swallowing Sensors for Monitoring Ingestive Behavior
Fontana, Juan M and Sazonov, Edward
Sensor Letters, vol. 11, (no. 3), pp. 560-565, 2013. | Journal Article
 
Monitoring of Cigarette Smoking Using Wearable Sensors and Support Vector Machines
Lopez-Meyer, Paulo⋅Tiffany, Stephen⋅Patil, Yogendra and Sazonov, Edward
IEEE Transactions on Biomedical Engineering, vol. 60, (no. 7), pp. 1867-1872, 2013. | Journal Article
 
Using decision trees to measure activities in people with stroke.
Zhang, Ting⋅Fulk, George⋅Tang, Wenlong and Sazonov, Edward
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference, vol. 2013, pp. 6337-40, 2013. | Journal Article
2012
A robust classification scheme for detection of food intake through non-invasive monitoring of chewing.
Fontana, Juan M and Sazonov, Edward
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference, vol. 2012, pp. 4891-4, 2012. | Journal Article
 
A Sensor System for Automatic Detection of Food Intake Through Non-Invasive Monitoring of Chewing.
Sazonov, Edward S and Fontana, Juan M
IEEE sensors journal, vol. 12, (no. 5), pp. 1340-1348, 2012. | Journal Article
 
Automatic food intake detection based on swallowing sounds.
Makeyev, Oleksandr⋅Lopez-Meyer, Paulo⋅Schuckers, Stephanie⋅Besio, Walter and Sazonov, Edward
Biomedical signal processing and control, vol. 7, (no. 6), pp. 649-656, November 1, 2012. | Journal Article
 
Automatic identification of the number of food items in a meal using clustering techniques based on the monitoring of swallowing and chewing.
Lopez-Meyer, Paulo⋅Schuckers, Stephanie⋅Makeyev, Oleksandr⋅Fontana, Juan M and Sazonov, Edward
Biomedical signal processing and control, vol. 7, (no. 5), pp. 474-480, September 1, 2012. | Journal Article
 
Classification of posture and activities by using decision trees.
Zhang, Ting⋅Zhang, Ting⋅Tang, Wenlong⋅Tang, Wenlong⋅Sazonov, Edward S and Sazonov, Edward
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference, vol. 2012, pp. 4353-6, 2012. | Journal Article
 
Highly accurate classification of postures and activities by a shoe-based monitor through classification with rejection.
Tang, Wenlong and Sazonov, Edward
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference, vol. 2012, pp. 2611-4, 2012. | Journal Article
 
Identification of cigarette smoke inhalations from wearable sensor data using a Support Vector Machine classifier.
Lopez-Meyer, Paulo⋅Tiffany, Stephen and Sazonov, Edward
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference, vol. 2012, pp. 4050-3, 2012. | Journal Article
 
Identifying activity levels and steps of people with stroke using a novel shoe-based sensor.
Fulk, George⋅Edgar, S R⋅Bierwirth, Rebecca⋅Hart, Phil⋅Lopez-Meyer, Paulo and Sazonov, Edward
Journal of neurologic physical therapy : JNPT, vol. 36, (no. 2), pp. 100-7, 2012/Jun. | Journal Article