Search Results - "Kluge, Felix"
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The placement of foot-mounted IMU sensors does affect the accuracy of spatial parameters during regular walking
Published in PloS one (09-06-2022)“…Gait analysis using foot-worn inertial measurement units has proven to be a reliable tool to diagnose and monitor many neurological and musculoskeletal…”
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Towards Mobile Gait Analysis: Concurrent Validity and Test-Retest Reliability of an Inertial Measurement System for the Assessment of Spatio-Temporal Gait Parameters
Published in Sensors (Basel, Switzerland) (28-06-2017)“…The purpose of this study was to assess the concurrent validity and test-retest reliability of a sensor-based gait analysis system. Eleven healthy subjects and…”
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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
Published in Sensors (Basel, Switzerland) (18-11-2021)“…Digital technologies provide the opportunity to analyze gait patterns in patients with Parkinson’s Disease using wearable sensors in clinical settings and a…”
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Inertial sensor-based gait parameters reflect patient-reported fatigue in multiple sclerosis
Published in Journal of neuroengineering and rehabilitation (18-12-2020)“…Multiple sclerosis (MS) is a disabling disease affecting the central nervous system and consequently the whole body's functional systems resulting in different…”
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Consensus based framework for digital mobility monitoring
Published in PloS one (20-08-2021)“…Digital mobility assessment using wearable sensor systems has the potential to capture walking performance in a patient's natural environment. It enables…”
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An Inertial Sensor-Based Gait Analysis Pipeline for the Assessment of Real-World Stair Ambulation Parameters
Published in Sensors (Basel, Switzerland) (30-09-2021)“…Climbing stairs is a fundamental part of daily life, adding additional demands on the postural control system compared to level walking. Although real-world…”
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Framework for Simultaneous Indoor Localization, Mapping, and Human Activity Recognition in Ambient Assisted Living Scenarios
Published in Sensors (Basel, Switzerland) (28-04-2022)“…Indoor localization and human activity recognition are two important sources of information to provide context-based assistance. This information is relevant…”
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Hidden Markov Model based stride segmentation on unsupervised free-living gait data in Parkinson’s disease patients
Published in Journal of neuroengineering and rehabilitation (03-06-2021)“…Abstract Background To objectively assess a patient’s gait, a robust identification of stride borders is one of the first steps in inertial sensor-based mobile…”
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MaD GUI: An Open-Source Python Package for Annotation and Analysis of Time-Series Data
Published in Sensors (Basel, Switzerland) (05-08-2022)“…Developing machine learning algorithms for time-series data often requires manual annotation of the data. To do so, graphical user interfaces (GUIs) are an…”
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Security Engineering of Patient-Centered Health Care Information Systems in Peer-to-Peer Environments: Systematic Review
Published in Journal of medical Internet research (15-11-2021)“…Patient-centered health care information systems (PHSs) enable patients to take control and become knowledgeable about their own health, preferably in a secure…”
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Simultaneous Indoor Pedestrian Localization and House Mapping Based on Inertial Measurement Unit and Bluetooth Low-Energy Beacon Data
Published in Sensors (Basel, Switzerland) (22-08-2020)“…Indoor location estimation is crucial to provide context-based assistance in home environments. In this study, a method for simultaneous indoor pedestrian…”
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Automated assessment of foot elevation in adults with hereditary spastic paraplegia using inertial measurements and machine learning
Published in Orphanet journal of rare diseases (29-08-2023)“…Abstract Background Hereditary spastic paraplegias (HSPs) cause characteristic gait impairment leading to an increased risk of stumbling or even falling…”
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Self-supervised learning of wrist-worn daily living accelerometer data improves the automated detection of gait in older adults
Published in Scientific reports (06-09-2024)“…Progressive gait impairment is common among aging adults. Remote phenotyping of gait during daily living has the potential to quantify gait alterations and…”
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Benchmarking Foot Trajectory Estimation Methods for Mobile Gait Analysis
Published in Sensors (Basel, Switzerland) (23-08-2017)“…Mobile gait analysis systems based on inertial sensing on the shoe are applied in a wide range of applications. Especially for medical applications, they can…”
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Effects of physiotherapy and home-based training in parkinsonian syndromes: protocol for a randomised controlled trial (MobilityAPP)
Published in BMJ open (01-05-2024)“…IntroductionGait and mobility impairment are pivotal signs of parkinsonism, and they are particularly severe in atypical parkinsonian disorders including…”
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Indoor Trajectory Reconstruction of Walking, Jogging, and Running Activities Based on a Foot-Mounted Inertial Pedestrian Dead-Reckoning System
Published in Sensors (Basel, Switzerland) (24-01-2020)“…The evaluation of trajectory reconstruction of the human body obtained by foot-mounted Inertial Pedestrian Dead-Reckoning (IPDR) methods has usually been…”
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Walking-related digital mobility outcomes as clinical trial endpoint measures: protocol for a scoping review
Published in BMJ open (19-07-2020)“…IntroductionAdvances in wearable sensor technology now enable frequent, objective monitoring of real-world walking. Walking-related digital mobility outcomes…”
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Leveraging the Potential of Digital Technology for Better Individualized Treatment of Parkinson's Disease
Published in Frontiers in neurology (28-02-2022)“…Recent years have witnessed a strongly increasing interest in digital technology within medicine (sensor devices, specific smartphone apps) and specifically…”
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Mobility recorded by wearable devices and gold standards: the Mobilise-D procedure for data standardization
Published in Scientific data (19-01-2023)“…Wearable devices are used in movement analysis and physical activity research to extract clinically relevant information about an individual’s mobility. Still,…”
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A multi-sensor wearable system for the assessment of diseased gait in real-world conditions
Published in Frontiers in bioengineering and biotechnology (21-04-2023)“…Accurately assessing people's gait, especially in real-world conditions and in case of impaired mobility, is still a challenge due to intrinsic and extrinsic…”
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