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Hierarchical, multi-sensor based classification of daily life activities: comparison with state-of-the-art algorithms using a benchmark dataset

PloS one, 2013-10, Vol.8 (10), p.e75196-e75196

2013

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Wearable sensors objectively measure gait parameters in Parkinson's disease

PloS one, 2017-10, Vol.12 (10), p.e0183989-e0183989

2017

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An Emerging Era in the Management of Parkinson's Disease: Wearable Technologies and the Internet of Things

IEEE journal of biomedical and health informatics, 2015-11, Vol.19 (6), p.1873-1881

2015

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Estimation of gait kinematics and kinetics from inertial sensor data using optimal control of musculoskeletal models

Journal of biomechanics, 2019-10, Vol.95, p.109278-109278, Article 109278

2019

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From the Laboratory to the Field: IMU-Based Shot and Pass Detection in Football Training and Game Scenarios Using Deep Learning

Sensors (Basel, Switzerland), 2021-04, Vol.21 (9), p.3071

2021

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Validation of a Sensor-Based Gait Analysis System with a Gold-Standard Motion Capture System in Patients with Parkinson’s Disease

Sensors (Basel, Switzerland), 2021-11, Vol.21 (22), p.7680

2021

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Experimental Validation of Real-Time Ski Jumping Tracking System Based on Wearable Sensors

Sensors (Basel, Switzerland), 2021-11, Vol.21 (23), p.7780

2021

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Wearable Sensors for Activity Recognition in Ultimate Frisbee Using Convolutional Neural Networks and Transfer Learning

Sensors (Basel, Switzerland), 2022-03, Vol.22 (7), p.2560

2022

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Inertial sensor-based gait parameters reflect patient-reported fatigue in multiple sclerosis

Journal of neuroengineering and rehabilitation, 2020-12, Vol.17 (1), p.165-165, Article 165

2020

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A Smart Capacitive Sensor Skin with Embedded Data Quality Indication for Enhanced Safety in Human-Robot Interaction

Sensors (Basel, Switzerland), 2021-10, Vol.21 (21), p.7210

2021

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Vagus activation by Cold Face Test reduces acute psychosocial stress responses

Scientific reports, 2022-11, Vol.12 (1), p.19270-19270, Article 19270

2022

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Consensus based framework for digital mobility monitoring

PloS one, 2021-08, Vol.16 (8), p.e0256541

2021

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An Overview of Smart Shoes in the Internet of Health Things: Gait and Mobility Assessment in Health Promotion and Disease Monitoring

Applied sciences, 2017-09, Vol.7 (10), p.986

2017

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xLength: Predicting Expected Ski Jump Length Shortly after Take-Off Using Deep Learning

Sensors (Basel, Switzerland), 2022-11, Vol.22 (21), p.8474

2022

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Does the Position of Foot-Mounted IMU Sensors Influence the Accuracy of Spatio-Temporal Parameters in Endurance Running?

Sensors (Basel, Switzerland), 2020-10, Vol.20 (19), p.5705

2020

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Hidden Markov Model-Based Smart Annotation for Benchmark Cyclic Activity Recognition Database Using Wearables

Sensors (Basel, Switzerland), 2019-04, Vol.19 (8), p.1820

2019

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Surface-Free Multi-Stroke Trajectory Reconstruction and Word Recognition Using an IMU-Enhanced Digital Pen

Sensors (Basel, Switzerland), 2022-07, Vol.22 (14), p.5347

2022

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An Integrated Framework for Data Quality Fusion in Embedded Sensor Systems

Sensors (Basel, Switzerland), 2023-04, Vol.23 (8), p.3798

2023

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Machine learning-based detection of acute psychosocial stress from body posture and movements

Scientific reports, 2024-04, Vol.14 (1), p.8251-19, Article 8251

2024

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An Inertial Sensor-Based Gait Analysis Pipeline for the Assessment of Real-World Stair Ambulation Parameters

Sensors (Basel, Switzerland), 2021-09, Vol.21 (19), p.6559

2021

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Framework for Simultaneous Indoor Localization, Mapping, and Human Activity Recognition in Ambient Assisted Living Scenarios

Sensors (Basel, Switzerland), 2022-04, Vol.22 (9), p.3364

2022

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CNN-Based Estimation of Sagittal Plane Walking and Running Biomechanics From Measured and Simulated Inertial Sensor Data

Frontiers in bioengineering and biotechnology, 2020-06, Vol.8, p.604-604

2020

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Hidden Markov Model based stride segmentation on unsupervised free-living gait data in Parkinson’s disease patients

Journal of neuroengineering and rehabilitation, 2021-06, Vol.18 (1), p.1-93, Article 93

2021

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Assessing Visual Exploratory Activity of Athletes in Virtual Reality Using Head Motion Characteristics

Sensors (Basel, Switzerland), 2021-05, Vol.21 (11), p.3728

2021

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MaD GUI: An Open-Source Python Package for Annotation and Analysis of Time-Series Data

Sensors (Basel, Switzerland), 2022-08, Vol.22 (15), p.5849

2022

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Hierarchical, multi-sensor based classification of daily life activities: comparison with state-of-the-art algorithms using a benchmark dataset

Wearable sensors objectively measure gait parameters in Parkinson's disease

An Emerging Era in the Management of Parkinson's Disease: Wearable Technologies and the Internet of Things

Estimation of gait kinematics and kinetics from inertial sensor data using optimal control of musculoskeletal models

From the Laboratory to the Field: IMU-Based Shot and Pass Detection in Football Training and Game Scenarios Using Deep Learning

Validation of a Sensor-Based Gait Analysis System with a Gold-Standard Motion Capture System in Patients with Parkinson’s Disease

Experimental Validation of Real-Time Ski Jumping Tracking System Based on Wearable Sensors

Wearable Sensors for Activity Recognition in Ultimate Frisbee Using Convolutional Neural Networks and Transfer Learning

Inertial sensor-based gait parameters reflect patient-reported fatigue in multiple sclerosis

A Smart Capacitive Sensor Skin with Embedded Data Quality Indication for Enhanced Safety in Human-Robot Interaction

Vagus activation by Cold Face Test reduces acute psychosocial stress responses

Consensus based framework for digital mobility monitoring

An Overview of Smart Shoes in the Internet of Health Things: Gait and Mobility Assessment in Health Promotion and Disease Monitoring

xLength: Predicting Expected Ski Jump Length Shortly after Take-Off Using Deep Learning

Does the Position of Foot-Mounted IMU Sensors Influence the Accuracy of Spatio-Temporal Parameters in Endurance Running?

Hidden Markov Model-Based Smart Annotation for Benchmark Cyclic Activity Recognition Database Using Wearables

Surface-Free Multi-Stroke Trajectory Reconstruction and Word Recognition Using an IMU-Enhanced Digital Pen

An Integrated Framework for Data Quality Fusion in Embedded Sensor Systems

Machine learning-based detection of acute psychosocial stress from body posture and movements

An Inertial Sensor-Based Gait Analysis Pipeline for the Assessment of Real-World Stair Ambulation Parameters

Framework for Simultaneous Indoor Localization, Mapping, and Human Activity Recognition in Ambient Assisted Living Scenarios

CNN-Based Estimation of Sagittal Plane Walking and Running Biomechanics From Measured and Simulated Inertial Sensor Data

Hidden Markov Model based stride segmentation on unsupervised free-living gait data in Parkinson’s disease patients

Assessing Visual Exploratory Activity of Athletes in Virtual Reality Using Head Motion Characteristics

MaD GUI: An Open-Source Python Package for Annotation and Analysis of Time-Series Data

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