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Interpretability of Input Representations for Gait Classification in Patients after Total Hip Arthroplasty

Sensors (Basel, Switzerland), 2020-08, Vol.20 (16), p.4385

2020

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Impact of Fatigue on Ergonomic Risk Scores and Foot Kinetics: A Field Study Employing Inertial and In-Shoe Plantar Pressure Measurement Devices

Sensors (Basel, Switzerland), 2024-02, Vol.24 (4), p.1175

2024

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Classification and Automated Interpretation of Spinal Posture Data Using a Pathology-Independent Classifier and Explainable Artificial Intelligence (XAI)

Sensors (Basel, Switzerland), 2021-09, Vol.21 (18), p.6323

2021

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Machine Learning and Explainable Artificial Intelligence Using Counterfactual Explanations for Evaluating Posture Parameters

Bioengineering (Basel), 2023-04, Vol.10 (5), p.511

2023

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Assessing the Subjective Effectiveness of Sensorimotor Insoles (SMIs) in Reducing Pain: A Descriptive Multicenter Pilot Study

Journal of functional morphology and kinesiology, 2023-05, Vol.8 (2), p.66

2023

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Effects of Unilateral Muscle Fatigue on Thermographic Skin Surface Temperature of Back and Abdominal Muscles-A Pilot Study

Sports (Basel), 2022-03, Vol.10 (3), p.41

2022

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Effects of Feedback-Supported Online Training during the Coronavirus Lockdown on Posture in Children and Adolescents

Journal of functional morphology and kinesiology, 2022-10, Vol.7 (4), p.88

2022

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Inertial Motion Capturing in Ergonomic Workplace Analysis: Assessing the Correlation between RULA, Upper-Body Posture Deviations and Musculoskeletal Discomfort

Safety (Basel), 2024-02, Vol.10 (1), p.16

2024

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In Vivo Monitoring of Acute and Intermittent Fatigue in Sport Climbing Using Near-Infrared Spectroscopy Wearable Biosensors

Sports (Basel), 2023-02, Vol.11 (2), p.37

2023

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Zur Konnotation und Denotation des Trainingsbegriffs in Theorie und Praxis des Sports

German journal of exercise and sport research, 2020-06, Vol.50 (2), p.297-307

2020

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Evaluation of Influencing Factors on the Maximum Climbing Specific Holding Time: An Inferential Statistics and Machine Learning Approach

Journal of functional morphology and kinesiology, 2022-10, Vol.7 (4), p.95

2022

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Feature extraction and gait classification in hip replacement patients on the basis of kinematic waveform data

Biomedical human kinetics, 2021-01, Vol.13 (1), p.177-186

2021

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Enhancing biomechanical machine learning with limited data: generating realistic synthetic posture data using generative artificial intelligence

Frontiers in bioengineering and biotechnology, 2024, Vol.12, p.1350135-1350135

2024

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Künstliche Intelligenz in Sport und Sportwissenschaft: Potenziale, Herausforderungen und Limitationen

1st Aufl 2023rd edition, 2023

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Conceptual Structure and Current Trends in Artificial Intelligence, Machine Learning, and Deep Learning Research in Sports: A Bibliometric Review

International journal of environmental research and public health, 2022-12, Vol.20 (1), p.173

2022

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Reference Values for Sagittal Clinical Posture Assessment in People Aged 10 to 69 Years

International journal of environmental research and public health, 2023-02, Vol.20 (5), p.4131

2023

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Automated detection and explainability of pathological gait patterns using a one-class support vector machine trained on inertial measurement unit based gait data

Clinical biomechanics (Bristol), 2021-10, Vol.89, p.105452-105452, Article 105452

2021

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General method for automated feature extraction and selection and its application for gender classification and biomechanical knowledge discovery of sex differences in spinal posture during stance and gait

Computer methods in biomechanics and biomedical engineering, 2021-02, Vol.24 (3), p.299-307

2021

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Machine learning techniques demonstrating individual movement patterns of the vertebral column: the fingerprint of spinal motion

Computer methods in biomechanics and biomedical engineering, 2022-05, Vol.25 (7), p.821-831

2022

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Towards a Better Understanding of Spinal Differences Between Healthy Subjects and Subjects with Back Pain Using Explainable Artificial Intelligence (XAI)

Proceedings of the 9th International Performance Analysis Workshop and Conference & 5th IACSS Conference, p.97-100

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Ausblick und Fazit

Künstliche Intelligenz in Sport und Sportwissenschaft, 2023, p.35-36

2023

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KI-Anwendungen im Sport

Künstliche Intelligenz in Sport und Sportwissenschaft, 2023, p.23-26

2023

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Prolog

Künstliche Intelligenz in Sport und Sportwissenschaft, 2023, p.1-5

2023

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Zentrale Herausforderungen, Limitationen und offene Forschungsfelder

Künstliche Intelligenz in Sport und Sportwissenschaft, 2023, p.27-34

2023

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Epilog

Künstliche Intelligenz in Sport und Sportwissenschaft, 2023, p.37-38

2023

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Interpretability of Input Representations for Gait Classification in Patients after Total Hip Arthroplasty

Impact of Fatigue on Ergonomic Risk Scores and Foot Kinetics: A Field Study Employing Inertial and In-Shoe Plantar Pressure Measurement Devices

Classification and Automated Interpretation of Spinal Posture Data Using a Pathology-Independent Classifier and Explainable Artificial Intelligence (XAI)

Machine Learning and Explainable Artificial Intelligence Using Counterfactual Explanations for Evaluating Posture Parameters

Assessing the Subjective Effectiveness of Sensorimotor Insoles (SMIs) in Reducing Pain: A Descriptive Multicenter Pilot Study

Effects of Unilateral Muscle Fatigue on Thermographic Skin Surface Temperature of Back and Abdominal Muscles-A Pilot Study

Effects of Feedback-Supported Online Training during the Coronavirus Lockdown on Posture in Children and Adolescents

Inertial Motion Capturing in Ergonomic Workplace Analysis: Assessing the Correlation between RULA, Upper-Body Posture Deviations and Musculoskeletal Discomfort

In Vivo Monitoring of Acute and Intermittent Fatigue in Sport Climbing Using Near-Infrared Spectroscopy Wearable Biosensors

Zur Konnotation und Denotation des Trainingsbegriffs in Theorie und Praxis des Sports

Evaluation of Influencing Factors on the Maximum Climbing Specific Holding Time: An Inferential Statistics and Machine Learning Approach

Feature extraction and gait classification in hip replacement patients on the basis of kinematic waveform data

Enhancing biomechanical machine learning with limited data: generating realistic synthetic posture data using generative artificial intelligence

Künstliche Intelligenz in Sport und Sportwissenschaft: Potenziale, Herausforderungen und Limitationen

Conceptual Structure and Current Trends in Artificial Intelligence, Machine Learning, and Deep Learning Research in Sports: A Bibliometric Review

Reference Values for Sagittal Clinical Posture Assessment in People Aged 10 to 69 Years

Automated detection and explainability of pathological gait patterns using a one-class support vector machine trained on inertial measurement unit based gait data

General method for automated feature extraction and selection and its application for gender classification and biomechanical knowledge discovery of sex differences in spinal posture during stance and gait

Machine learning techniques demonstrating individual movement patterns of the vertebral column: the fingerprint of spinal motion

Towards a Better Understanding of Spinal Differences Between Healthy Subjects and Subjects with Back Pain Using Explainable Artificial Intelligence (XAI)

Ausblick und Fazit

KI-Anwendungen im Sport

Prolog

Zentrale Herausforderungen, Limitationen und offene Forschungsfelder

Epilog

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