Explaining machine learning models for age classification in human gait analysis-Reference-Cited by-同舟云学术

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Explaining machine learning models for age classification in human gait analysis

Published:2022-09 Issue: Volume:97 Page:S252-S253
ISSN:0966-6362
Container-title:Gait & Posture
language:en
Short-container-title:Gait & Posture

Author:

Slijepcevic D.,Horst F.,Simak M.,Lapuschkin S.,Raberger A.M.,Samek W.,Breiteneder C.,Schöllhorn W.I.,Zeppelzauer M.,Horsak B.

Publisher

Elsevier BV

Subject

Rehabilitation,Orthopedics and Sports Medicine,Biophysics

Reference9 articles.

1. Machine learning in human movement biomechanics: best practices, common pitfalls, and new opportunities;Halilaj;J. Biomech.,2018

2. A machine learning approach for automated recognition of movement patterns using basic, kinetic and kinematic gait data;Begg;J. Biomech.,2005

3. Marker-based classification of young–elderly gait pattern differences via direct PCA feature extraction and SVMs;Eskofier;Comput. Methods Biomech. Biomed. Eng.,2013

4. The detection of age groups by dynamic gait outcomes using machine learning approaches;Zhou;Sci. Rep.,2020

5. On pixel-wise explanations for non-linear classifier decisions by layer-wise relevance propagation;Bach;PLoS One,2015

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1. Estimating the Margin of Gait Stability in Healthy Elderly Using the Triaxial Kinematic Motion of a Single Body Feature;Applied Sciences;2024-04-05

2. Optimizing Age Classification Using Hyperparameter Tuning and Handling Imbalanced Dataset: An Algorithm Decision Forest training Algorithms Approach;2023 IEEE 9th International Conference on Computing, Engineering and Design (ICCED);2023-11-07

3. Unveiling Fairness Biases in Deep Learning-Based Brain MRI Reconstruction;Clinical Image-Based Procedures, Fairness of AI in Medical Imaging, and Ethical and Philosophical Issues in Medical Imaging;2023

4. Explainable Machine Learning in Human Gait Analysis: A Study on Children With Cerebral Palsy;IEEE Access;2023

5. Modeling biological individuality using machine learning: A study on human gait;Computational and Structural Biotechnology Journal;2023

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