Robust and novel attention guided MultiResUnet model for 3D ground reaction force and moment prediction from foot kinematics

Robust and novel attention guided MultiResUnet model for 3D ground reaction force and moment prediction from foot kinematics

<p dir="ltr">Ground reaction force and moment (GRF&M) measurements are vital for biomechanical analysis and significantly impact the clinical domain for early abnormality detection for different neurodegenerative diseases. Force platforms have become the de facto standard for mea...

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Bibliographic Details
Main Author: Md. Ahasan Atick Faisal (15302410) (author)
Other Authors: Sakib Mahmud (15302404) (author), Muhammad E. H. Chowdhury (14150526) (author), Amith Khandakar (14151981) (author), Mosabber Uddin Ahmed (17773200) (author), Abdulrahman Alqahtani (6056309) (author), Mohammed Alhatou (14777758) (author)
Published: 2023
Subjects:
Engineering
Biomedical engineering
Information and computing sciences
Data management and data science
Machine learning
Foot kinematics
Ground reaction forces
Ground reaction moment
Deep learning
Signal synthesis
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