Swinburne
Browse

File(s) under embargo

1

year(s)

10

month(s)

29

day(s)

until file(s) become available

Application of Machine Learning in Low Back Pain Rehabilitation

thesis
posted on 2024-09-26, 06:22 authored by Trung Chi Phan

This research investigates how machine learning can aid in understanding chronic low back pain, a common and debilitating condition. By analysing body movements during lifting, the study identifies distinct patterns in individuals with and without back pain. It also explores the potential of machine learning to predict how treatment can improve these movements. This research could help personalize rehabilitation programs for those with chronic back pain, leading to more effective treatment and improved quality of life.

History

Thesis type

  • Thesis (PhD)

Thesis note

Thesis submitted for the Degree of Doctor of Philosophy, Swinburne University of Technology, 2024.

Copyright statement

Copyright © 2024 Trung Chi Phan.

Supervisors

Rifai Chai

Language

eng

Usage metrics

    Theses

    Categories

    No categories selected

    Keywords

    Exports

    RefWorks
    BibTeX
    Ref. manager
    Endnote
    DataCite
    NLM
    DC