List of works - Edward Sazonov

A Novel Wearable Device for Food Intake and Physical Activity Recognition

scientific article

A Sensor System for Automatic Detection of Food Intake Through Non-Invasive Monitoring of Chewing.

scientific article

A Systematic Review of Technology-Driven Methodologies for Estimation of Energy Intake

scientific article published on 11 April 2019

A comparison of energy expenditure estimation of several physical activity monitors

scientific article

A method for early detection of the initiation of sit-to-stand posture transitions.

scientific article published on 10 March 2016

A novel approach for food intake detection using electroglottography

scientific article

A robust classification scheme for detection of food intake through non-invasive monitoring of chewing ⬇️

scientific article published on 01 January 2012

A wearable sensor system for monitoring cigarette smoking

scientific article

Accelerometer-Based Detection of Food Intake in Free-living Individuals

scientific article published on 08 March 2018

Accurate prediction of energy expenditure using a shoe-based activity monitor

scientific article published in July 2011

Activity-based sleep-wake identification in infants

scientific article

Algorithm for haplotype resolution and block partitioning for partial XOR-genotype data

scientific article

Ankle Angle Prediction Using a Footwear Pressure Sensor and a Machine Learning Technique

scientific article published in 2021

Automatic Count of Bites and Chews From Videos of Eating Episodes

scientific article published on 01 June 2020

Automatic Measurement of Chew Count and Chewing Rate during Food Intake

scientific article published on 23 September 2016

Automatic detection of temporal gait parameters in poststroke individuals

scientific article

Automatic food intake detection based on swallowing sounds

scientific article

Automatic identification of the number of food items in a meal using clustering techniques based on the monitoring of swallowing and chewing ⬇️

scientific article published on December 5, 2011

Automatic ingestion monitor: a novel wearable device for monitoring of ingestive behavior

scientific article

Automatic recognition of postural allocations

scientific article published in January 2007

Automatic recognition of postures and activities in stroke patients

scientific article

Characterizing walking activity in people with stroke

scientific article published on 01 January 2011

Cigarette Smoking Detection with An Inertial Sensor and A Smart Lighter

scientific article published on 29 January 2019

Classification of posture and activities by using decision trees

scientific article published in January 2012

Comparative testing of piezoelectric and printed strain sensors in characterization of chewing

scientific article published on 01 January 2015

Design of a instrumentation module for monitoring ingestive behavior in laboratory studies

scientific article

Detection of Hand-to-Mouth Gestures Using a RF Operated Proximity Sensor for Monitoring Cigarette Smoking

scientific article published on 5 April 2013

Detection of chewing from piezoelectric film sensor signals using ensemble classifiers

scientific article published in August 2016

Detection of cigarette smoke inhalations from respiratory signals using reduced feature set.

scientific article

Detection of periods of food intake using Support Vector Machines

scientific article published in January 2010

Development and Validation of an Objective, Passive Dietary Assessment Method for Estimating Food and Nutrient Intake in Households in Low- and Middle-Income Countries: A Study Protocol

scientific article published on 07 February 2020

Development of SmartStep: an insole-based physical activity monitor

scientific article published on 01 January 2013

Development of a Multisensory Wearable System for Monitoring Cigarette Smoking Behavior in Free-Living Conditions

scientific article published on 28 November 2017

Development of a real time activity monitoring Android application utilizing SmartStep

scientific article

Development of the RT-GAIT, a Real-Time feedback device to improve Gait of individuals with stroke

scientific article published in August 2015

Dietary Intake and Physical Activity Assessment: Current Tools, Techniques, and Technologies for Use in Adult Populations

scientific article published on 01 October 2018

Early Detection of the Initiation of Sit-to-Stand Posture Transitions Using Orthosis-Mounted Sensors

scientific article published on 23 November 2017

Early detection of sit-to-stand transitions in a lower limb orthosis

scientific article published on August 2015

Energy intake estimation from counts of chews and swallows

scientific article

Estimation of feature importance for food intake detection based on Random Forests classification.

scientific article

Evaluation of Chewing and Swallowing Sensors for Monitoring Ingestive Behavior

scientific article

Highly accurate classification of postures and activities by a shoe-based monitor through classification with rejection

scientific article published in January 2012

Highly accurate recognition of human postures and activities through classification with rejection

scientific article published in January 2014

Identifying Activity Levels and Steps of People With Stroke Using a Novel Shoe-Based Sensor ⬇️

scientific article published on June 1, 2012

Limited receptive area neural classifier for recognition of swallowing sounds using continuous wavelet transform

scientific article published in January 2007

Measurement of fidgeting in patients with anorexia nervosa using a novel shoe-based monitor.

scientific article published on 9 December 2016

Monitoring of cigarette smoking using wearable sensors and support vector machines

scientific article published on 30 January 2013

Monitoring of infant feeding behavior using a jaw motion sensor

scientific article published on January 2015

Monitoring of posture allocations and activities by a shoe-based wearable sensor

scientific article published on 15 April 2010

Non-invasive monitoring of chewing and swallowing for objective quantification of ingestive behavior.

scientific article

One size fits all electronics for insole-based activity monitoring

scientific article published in July 2017

Posture and activity recognition and energy expenditure estimation in a wearable platform

scientific article

Posture and activity recognition and energy expenditure prediction in a wearable platform

scientific article published on January 2014

Prediction of bodyweight and energy expenditure using point pressure and foot acceleration measurements

scientific article published on 30 December 2011

Public and health professionals' misconceptions about the dynamics of body weight gain/loss.

scientific article

Recognition of household and athletic activities using SmartShoe

scientific article published on 01 January 2012

Recognizing cigarette smoke inhalations using hidden Markov models.

scientific article published in July 2017

Reduction of energy intake using just-in-time feedback from a wearable sensor system.

scientific article published on 24 February 2017

Segmentation and Characterization of Chewing Bouts by Monitoring Temporalis Muscle Using Smart Glasses with Piezoelectric Sensor.

scientific article published on 14 December 2016

Selective Content Removal for Egocentric Wearable Camera in Nutritional Studies

scientific article published on 13 October 2020

Sensors and systems for obesity care and research

scientific article

Sleep state scoring in infants from respiratory and activity measurements

scientific article

Sleep versus wake classification from heart rate variability using computational intelligence: consideration of rejection in classification models

scientific article published in January 2008

Sleep-wake identification in infants: heart rate variability compared to actigraphy

scientific article published in January 2004

Smoking detection based on regularity analysis of hand to mouth gestures

scientific article published on 22 February 2019

Swallowing detection by sonic and subsonic frequencies: a comparison.

scientific article published on January 2011

The Pediatric SmartShoe: Wearable Sensor System for Ambulatory Monitoring of Physical Activity and Gait

scientific article published in February 2018

The design and evaluation of an activity monitoring user interface for people with stroke

scientific article published in January 2014

The energetics of obesity: a review: monitoring energy intake and energy expenditure in humans

scientific article published on January 2010

Toward objective monitoring of ingestive behavior in free-living population.

scientific article

Understanding smoking behavior using wearable sensors: relative importance of various sensor modalities

scientific article published in January 2014

Using decision trees to measure activities in people with stroke

scientific article published in January 2013

Using respiratory signals for the recognition of human activities

scientific article published in August 2016

Using sensors to measure activity in people with stroke

scientific article

Validation of Sensor-Based Food Intake Detection by Multicamera Video Observation in an Unconstrained Environment

scientific article published on 13 March 2019

Validation of two novel monitoring devices to measure physical activity in healthy women

scientific article published on January 2014

Wearable Sensors for Monitoring of Cigarette Smoking in Free-Living: A Systematic Review

scientific article published on 28 October 2019

Wearable shoe-based device for rehabilitation of stroke patients

scientific article

List of works by Edward Sazonov

A Novel Wearable Device for Food Intake and Physical Activity Recognition

A Sensor System for Automatic Detection of Food Intake Through Non-Invasive Monitoring of Chewing.

A Systematic Review of Technology-Driven Methodologies for Estimation of Energy Intake

A comparison of energy expenditure estimation of several physical activity monitors

A method for early detection of the initiation of sit-to-stand posture transitions.

A novel approach for food intake detection using electroglottography

A robust classification scheme for detection of food intake through non-invasive monitoring of chewing ⬇️

A wearable sensor system for monitoring cigarette smoking

Accelerometer-Based Detection of Food Intake in Free-living Individuals

Accurate prediction of energy expenditure using a shoe-based activity monitor

Activity-based sleep-wake identification in infants

Algorithm for haplotype resolution and block partitioning for partial XOR-genotype data

Ankle Angle Prediction Using a Footwear Pressure Sensor and a Machine Learning Technique

Automatic Count of Bites and Chews From Videos of Eating Episodes

Automatic Measurement of Chew Count and Chewing Rate during Food Intake

Automatic detection of temporal gait parameters in poststroke individuals

Automatic food intake detection based on swallowing sounds

Automatic identification of the number of food items in a meal using clustering techniques based on the monitoring of swallowing and chewing ⬇️

Automatic ingestion monitor: a novel wearable device for monitoring of ingestive behavior

Automatic recognition of postural allocations

Automatic recognition of postures and activities in stroke patients

Characterizing walking activity in people with stroke

Cigarette Smoking Detection with An Inertial Sensor and A Smart Lighter

Classification of posture and activities by using decision trees

Comparative testing of piezoelectric and printed strain sensors in characterization of chewing

Design of a instrumentation module for monitoring ingestive behavior in laboratory studies

Detection of Hand-to-Mouth Gestures Using a RF Operated Proximity Sensor for Monitoring Cigarette Smoking

Detection of chewing from piezoelectric film sensor signals using ensemble classifiers

Detection of cigarette smoke inhalations from respiratory signals using reduced feature set.

Detection of periods of food intake using Support Vector Machines

Development and Validation of an Objective, Passive Dietary Assessment Method for Estimating Food and Nutrient Intake in Households in Low- and Middle-Income Countries: A Study Protocol

Development of SmartStep: an insole-based physical activity monitor

Development of a Multisensory Wearable System for Monitoring Cigarette Smoking Behavior in Free-Living Conditions

Development of a real time activity monitoring Android application utilizing SmartStep

Development of the RT-GAIT, a Real-Time feedback device to improve Gait of individuals with stroke

Dietary Intake and Physical Activity Assessment: Current Tools, Techniques, and Technologies for Use in Adult Populations

Early Detection of the Initiation of Sit-to-Stand Posture Transitions Using Orthosis-Mounted Sensors

Early detection of sit-to-stand transitions in a lower limb orthosis

Energy intake estimation from counts of chews and swallows

Estimation of feature importance for food intake detection based on Random Forests classification.

Evaluation of Chewing and Swallowing Sensors for Monitoring Ingestive Behavior

Highly accurate classification of postures and activities by a shoe-based monitor through classification with rejection

Highly accurate recognition of human postures and activities through classification with rejection

Identifying Activity Levels and Steps of People With Stroke Using a Novel Shoe-Based Sensor ⬇️

Limited receptive area neural classifier for recognition of swallowing sounds using continuous wavelet transform

Measurement of fidgeting in patients with anorexia nervosa using a novel shoe-based monitor.

Monitoring of cigarette smoking using wearable sensors and support vector machines

Monitoring of infant feeding behavior using a jaw motion sensor

Monitoring of posture allocations and activities by a shoe-based wearable sensor

Non-invasive monitoring of chewing and swallowing for objective quantification of ingestive behavior.

One size fits all electronics for insole-based activity monitoring

Posture and activity recognition and energy expenditure estimation in a wearable platform

Posture and activity recognition and energy expenditure prediction in a wearable platform

Prediction of bodyweight and energy expenditure using point pressure and foot acceleration measurements

Public and health professionals' misconceptions about the dynamics of body weight gain/loss.

Recognition of household and athletic activities using SmartShoe

Recognizing cigarette smoke inhalations using hidden Markov models.

Reduction of energy intake using just-in-time feedback from a wearable sensor system.

Segmentation and Characterization of Chewing Bouts by Monitoring Temporalis Muscle Using Smart Glasses with Piezoelectric Sensor.

Selective Content Removal for Egocentric Wearable Camera in Nutritional Studies

Sensors and systems for obesity care and research

Sleep state scoring in infants from respiratory and activity measurements

Sleep versus wake classification from heart rate variability using computational intelligence: consideration of rejection in classification models

Sleep-wake identification in infants: heart rate variability compared to actigraphy

Smoking detection based on regularity analysis of hand to mouth gestures

Swallowing detection by sonic and subsonic frequencies: a comparison.

The Pediatric SmartShoe: Wearable Sensor System for Ambulatory Monitoring of Physical Activity and Gait

The design and evaluation of an activity monitoring user interface for people with stroke

The energetics of obesity: a review: monitoring energy intake and energy expenditure in humans

Toward objective monitoring of ingestive behavior in free-living population.

Understanding smoking behavior using wearable sensors: relative importance of various sensor modalities

Using decision trees to measure activities in people with stroke

Using respiratory signals for the recognition of human activities

Using sensors to measure activity in people with stroke

Validation of Sensor-Based Food Intake Detection by Multicamera Video Observation in an Unconstrained Environment

Validation of two novel monitoring devices to measure physical activity in healthy women

Wearable Sensors for Monitoring of Cigarette Smoking in Free-Living: A Systematic Review

Wearable shoe-based device for rehabilitation of stroke patients