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Validation of an Internal Measurement Unit to Measure Knee Kinematics and ACL Fatigue in Cadaveric Specimens During Simulated One-Legged Landing

dc.contributor.authorAjdaroski, Mirel
dc.contributor.advisorEsquivel, Amanda
dc.date.accessioned2020-05-04T14:20:06Z
dc.date.availableNO_RESTRICTIONen_US
dc.date.available2020-05-04T14:20:06Z
dc.date.issued2020-04-26
dc.date.submitted2020-03-26
dc.identifier.urihttps://hdl.handle.net/2027.42/154871
dc.description.abstractParticipation in sports has been on the rise in the last few years, and while regular activity in sports has many benefits, there is always an associated risk of injury. Sport related injury can happen in any part of an athlete’s body, however the most common of these injuries occur in the lower limbs with of the most devastating injuries being damage to a ligament. Among ligament damage, a rupture in the Anterior Cruciate Ligament is most common. While there are several different mechanisms for Anterior Cruciate Ligament tears, fatigue induced non-contact injuries are the most trackable. The purpose of this research was to correlate the data obtained through a commercially available IMU to that obtained through cadaveric testing to determine whether the selected IMU is valid for field testing and tracking potential fatigue levels of the ACL. Using 10 cadaveric specimens, regression models were developed and RMSE and abs % error values were calculated in addition to BA plots being constructed between aspects of both systems. Very strong correlations were observed between linear acceleration and force, with strong correlations in nearly all others compared aspects. Additionally, nearly all constructed models produced an abs % error of less than 10%. And while we recognize there to be several limitations with our study, we ultimately conclude that APDM Opal might be viable for on-field usage. However, additional laboratory studies to account for different actions and artifact motion that may be experienced by the IMU may be required before on-field usage begins.en_US
dc.language.isoen_USen_US
dc.subjectInternal measurement unitsen_US
dc.subjectAnterior cruciate ligamenten_US
dc.subjectACL injuryen_US
dc.subjectSports medicineen_US
dc.subject.otherBiomedical engineeringen_US
dc.titleValidation of an Internal Measurement Unit to Measure Knee Kinematics and ACL Fatigue in Cadaveric Specimens During Simulated One-Legged Landingen_US
dc.typeThesisen_US
dc.description.thesisdegreenameMaster of Science in Engineering (MSE)en_US
dc.description.thesisdegreedisciplineBioengineering, College of Engineering & Computer Scienceen_US
dc.description.thesisdegreegrantorUniversity of Michigan-Dearbornen_US
dc.contributor.committeememberArgento, Alan
dc.contributor.committeememberRawashdeh, Samir
dc.identifier.uniqname3042 1717en_US
dc.description.bitstreamurlhttps://deepblue.lib.umich.edu/bitstream/2027.42/154871/1/Mirel Ajdaroski Final Thesis.pdf
dc.identifier.orcid0000-0001-6893-9044en_US
dc.description.filedescriptionDescription of Mirel Ajdaroski Final Thesis.pdf : Thesis
dc.owningcollnameDissertations and Theses (Ph.D. and Master's)


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