List of works - Ryan S McGinnis

A Cyber-Physical System for Near Real-Time Monitoring of At-Home Orthopedic Rehabilitation and Mobile-Based Provider-Patient Communications to Improve Adherence: Development and Formative Evaluation

scientific article published on 11 May 2020

A Digital Therapeutic Intervention Delivering Biofeedback for Panic Attacks (PanicMechanic): Feasibility and Usability Study

scientific article published on 23 November 2021

A machine learning approach for gait speed estimation using skin-mounted wearable sensors: From healthy controls to individuals with multiple sclerosis

scientific article

A novel adhesive biosensor system for detecting respiration, cardiac, and limb movement signals during sleep: validation with polysomnography

A wearable computing platform for developing cloud-based machine learning models for health monitoring applications.

scientific article published in August 2016

Accuracy of Femur Angles Estimated by IMUs During Clinical Procedures Used to Diagnose Femoroacetabular Impingement.

scientific article

Ball flight kinematics, release variability and in-season performance in elite baseball pitching

scientific article published on 24 March 2015

Classification and Detection of Breathing Patterns with Wearable Sensors and Deep Learning

scientific article published on 13 November 2020

Estimating Biomechanical Time-Series with Wearable Sensors: A Systematic Review of Machine Learning Techniques

scientific article published on 28 November 2019

Giving Voice to Vulnerable Children: Machine Learning Analysis of Speech Detects Anxiety and Depression in Early Childhood

scientific article published on 26 April 2019

Inertial Sensors-Applications and Challenges in a Nutshell

scientific article published on 31 October 2020

Method for Estimating Three-Dimensional Knee Rotations Using Two Inertial Measurement Units: Validation with a Coordinate Measurement Machine.

scientific article published on 27 August 2017

Monitoring gait in multiple sclerosis with novel wearable motion sensors.

scientific article

Movements Indicate Threat Response Phases in Children at Risk for Anxiety

scientific article published on 25 August 2016

Novel technology for mobility and balance tracking in patients with multiple sclerosis: a systematic review

article

Open-Source Remote Gait Analysis: A Post-Surgery Patient Monitoring Application

scientific article published on 29 November 2019

Open-source dataset reveals relationship between walking bout duration and fall risk classification performance in persons with multiple sclerosis

scientific article published in 2022

Quantifying performance and effects of load carriage during a challenging balancing task using an array of wireless inertial sensors.

scientific article published on 2 November 2015

Quantifying warfighter performance in a target acquisition and aiming task using wireless inertial sensors.

scientific article published on 25 March 2016

Rapid Anxiety and Depression Diagnosis in Young Children Enabled by Wearable Sensors and Machine Learning

scientific article published on 01 July 2018

Rapid detection of internalizing diagnosis in young children enabled by wearable sensors and machine learning

scientific article published in PLoS ONE

Skin mounted accelerometer system for measuring knee range of motion.

scientific article published on August 2016

Sprint Assessment Using Machine Learning and a Wearable Accelerometer

scientific article published on 05 February 2019

The use of a single inertial sensor to estimate 3-dimensional ground reaction force during accelerative running tasks

scientific article

Validation of Novel Relative Orientation and Inertial Sensor-to-Segment Alignment Algorithms for Estimating 3D Hip Joint Angles

scientific article published on 24 November 2019

Wearable sensors detect childhood internalizing disorders during mood induction task.

scientific article published on 25 April 2018

List of works by Ryan S McGinnis

A Cyber-Physical System for Near Real-Time Monitoring of At-Home Orthopedic Rehabilitation and Mobile-Based Provider-Patient Communications to Improve Adherence: Development and Formative Evaluation

A Digital Therapeutic Intervention Delivering Biofeedback for Panic Attacks (PanicMechanic): Feasibility and Usability Study

A machine learning approach for gait speed estimation using skin-mounted wearable sensors: From healthy controls to individuals with multiple sclerosis

A novel adhesive biosensor system for detecting respiration, cardiac, and limb movement signals during sleep: validation with polysomnography

A wearable computing platform for developing cloud-based machine learning models for health monitoring applications.

Accuracy of Femur Angles Estimated by IMUs During Clinical Procedures Used to Diagnose Femoroacetabular Impingement.

Ball flight kinematics, release variability and in-season performance in elite baseball pitching

Classification and Detection of Breathing Patterns with Wearable Sensors and Deep Learning

Estimating Biomechanical Time-Series with Wearable Sensors: A Systematic Review of Machine Learning Techniques

Giving Voice to Vulnerable Children: Machine Learning Analysis of Speech Detects Anxiety and Depression in Early Childhood

Inertial Sensors-Applications and Challenges in a Nutshell

Method for Estimating Three-Dimensional Knee Rotations Using Two Inertial Measurement Units: Validation with a Coordinate Measurement Machine.

Monitoring gait in multiple sclerosis with novel wearable motion sensors.

Movements Indicate Threat Response Phases in Children at Risk for Anxiety

Novel technology for mobility and balance tracking in patients with multiple sclerosis: a systematic review

Open-Source Remote Gait Analysis: A Post-Surgery Patient Monitoring Application

Open-source dataset reveals relationship between walking bout duration and fall risk classification performance in persons with multiple sclerosis

Quantifying performance and effects of load carriage during a challenging balancing task using an array of wireless inertial sensors.

Quantifying warfighter performance in a target acquisition and aiming task using wireless inertial sensors.

Rapid Anxiety and Depression Diagnosis in Young Children Enabled by Wearable Sensors and Machine Learning

Rapid detection of internalizing diagnosis in young children enabled by wearable sensors and machine learning

Skin mounted accelerometer system for measuring knee range of motion.

Sprint Assessment Using Machine Learning and a Wearable Accelerometer

The use of a single inertial sensor to estimate 3-dimensional ground reaction force during accelerative running tasks

Validation of Novel Relative Orientation and Inertial Sensor-to-Segment Alignment Algorithms for Estimating 3D Hip Joint Angles

Wearable sensors detect childhood internalizing disorders during mood induction task.