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A comprehensive survey on gait analysis: History, parameters, approaches, pose estimation, and future work
Human gait is a periodic motion of body segments—the analysis of motion and related
studies is termed gait analysis. Gait Analysis has gained much popularity because of its …
studies is termed gait analysis. Gait Analysis has gained much popularity because of its …
Machine learning in human movement biomechanics: Best practices, common pitfalls, and new opportunities
Traditional laboratory experiments, rehabilitation clinics, and wearable sensors offer
biomechanists a wealth of data on healthy and pathological movement. To harness the …
biomechanists a wealth of data on healthy and pathological movement. To harness the …
A systematic review of the applications of artificial intelligence and machine learning in autoimmune diseases
Autoimmune diseases are chronic, multifactorial conditions. Through machine learning (ML),
a branch of the wider field of artificial intelligence, it is possible to extract patterns within …
a branch of the wider field of artificial intelligence, it is possible to extract patterns within …
Role of machine learning in gait analysis: a review
P Khera, N Kumar - Journal of Medical Engineering & Technology, 2020 - Taylor & Francis
Human biomechanics and gait form an integral part of life. The gait analysis involves a large
number of interdependent parameters that were difficult to interpret due to a vast amount of …
number of interdependent parameters that were difficult to interpret due to a vast amount of …
Machine learning in orthopedics: a literature review
In this paper we present the findings of a systematic literature review covering the articles
published in the last two decades in which the authors described the application of a …
published in the last two decades in which the authors described the application of a …
A review of algorithm & hardware design for AI-based biomedical applications
Y Wei, J Zhou, Y Wang, Y Liu, Q Liu… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
This paper reviews the state of the arts and trends of the AI-Based biomedical processing
algorithms and hardware. The algorithms and hardware for different biomedical applications …
algorithms and hardware. The algorithms and hardware for different biomedical applications …
sEMG-based identification of hand motion commands using wavelet neural network combined with discrete wavelet transform
F Duan, L Dai, W Chang, Z Chen… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Surface electromyogram (sEMG) signals can be applied in medical, rehabilitation, robotic,
and industrial fields. As a typical application, a myoelectric prosthetic hand is controlled by …
and industrial fields. As a typical application, a myoelectric prosthetic hand is controlled by …
Evaluation of three machine learning algorithms for the automatic classification of EMG patterns in gait disorders
C Fricke, J Alizadeh, N Zakhary, TB Woost… - Frontiers in …, 2021 - frontiersin.org
Gait disorders are common in neurodegenerative diseases and distinguishing between
seemingly similar kinematic patterns associated with different pathological entities is a …
seemingly similar kinematic patterns associated with different pathological entities is a …
Deep learning for processing electromyographic signals: A taxonomy-based survey
Deep Learning (DL) has been recently employed to build smart systems that perform
incredibly well in a wide range of tasks, such as image recognition, machine translation, and …
incredibly well in a wide range of tasks, such as image recognition, machine translation, and …
A hybrid grey wolf optimization and particle swarm optimization with C4. 5 approach for prediction of rheumatoid arthritis
S Sundaramurthy, P Jayavel - Applied Soft Computing, 2020 - Elsevier
Rheumatoid Arthritis (RA) is a type of dreadful autoimmune disease that affects the entire
human body, especially joints. Early diagnosis of RA is a challenging task for General …
human body, especially joints. Early diagnosis of RA is a challenging task for General …