Development of a Protocol for Biomechanical Gait Analysis in Asian Elephants Using the Triaxial Inertial Measurement Unit (IMU)
被引:2
作者:
Wantanajittikul, Kittichai
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Chiang Mai Univ, Fac Associated Med Sci, Dept Radiol Technol, Chiang Mai 50200, ThailandChiang Mai Univ, Fac Associated Med Sci, Dept Radiol Technol, Chiang Mai 50200, Thailand
Wantanajittikul, Kittichai
[1
]
Thitaram, Chatchote
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机构:
Chiang Mai Univ, Ctr Elephant & Wildlife Hlth, Chiang Mai 50200, Thailand
Chiang Mai Univ, Fac Vet Med, Dept Compan Anim & Wildlife Clin, Chiang Mai 50100, ThailandChiang Mai Univ, Fac Associated Med Sci, Dept Radiol Technol, Chiang Mai 50200, Thailand
Thitaram, Chatchote
[2
,3
]
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Khammesri, Siripat
[2
]
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Kongsawasdi, Siriphan
[2
,4
]
机构:
[1] Chiang Mai Univ, Fac Associated Med Sci, Dept Radiol Technol, Chiang Mai 50200, Thailand
[2] Chiang Mai Univ, Ctr Elephant & Wildlife Hlth, Chiang Mai 50200, Thailand
[3] Chiang Mai Univ, Fac Vet Med, Dept Compan Anim & Wildlife Clin, Chiang Mai 50100, Thailand
[4] Chiang Mai Univ, Fac Associated Med Sci, Dept Phys Therapy, Chiang Mai 50200, Thailand
Simple Summary In general practice, the veterinarian and caregiver usually detect lameness in elephants from observation of any discomforting characteristics when walking. Currently, motion analysis can offer an objective method to evaluate normal and abnormal gait accurately, thus identifying changes in some characteristics when walking. This report aimed to introduce a recent technology utilizing wireless sensors for quantitative analysis of joint angles during the gait cycle in Asian elephants. To enable three-dimensional limb segment motion, a triaxial inertial measurement unit (IMU) is equipped with three sensor types: an accelerometer, a gyroscope, and a magnetometer. Therefore, we hope that this portable sensor-based system can help clinicians in diagnosis, especially in the early stages of lameness. Moreover, with wireless signal transmission, the system is clinically applicable for use in all areas where electricity is available. Gait analysis is a method of gathering quantitative information to assist in determining the cause of abnormal gait for the purpose of making treatment decisions in veterinary medicine. Recent technology has offered the wearable wireless sensor of an inertial measurement unit (IMU) for determining gait parameters. This study proposed the use of a triaxial IMU, comprising an accelerometer, a gyroscope, and a magnetometer, for detecting three-dimensional limb segment motion (XYZ axis) during the gait cycle in Asian elephants. A new algorithm was developed to estimate the kinematic parameter that represents each limb segment of the forelimbs and hindlimbs while walking at a comfortable speed. For future use, this study aimed to create a new prototype of the IMU with a configuration that is tailored to the elephant and apply machine learning in an effort to achieve greater precision.
机构:
Univ Missouri, Coll Vet Med, Dept Vet Med & Surg, Columbia, MO 65211 USAUniv Missouri, Coll Vet Med, Dept Vet Med & Surg, Columbia, MO 65211 USA
Bell, Rhodes P.
;
Reed, Shannon K.
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机构:
Univ Missouri, Coll Vet Med, Dept Vet Med & Surg, Columbia, MO 65211 USAUniv Missouri, Coll Vet Med, Dept Vet Med & Surg, Columbia, MO 65211 USA
Reed, Shannon K.
;
Schoonover, Mike J.
论文数: 0引用数: 0
h-index: 0
机构:
Oklahoma State Univ, Coll Vet Med, Dept Vet Clin Sci, Stillwater, OK 74078 USAUniv Missouri, Coll Vet Med, Dept Vet Med & Surg, Columbia, MO 65211 USA
Schoonover, Mike J.
;
Whitfield, Chase T.
论文数: 0引用数: 0
h-index: 0
机构:
Oklahoma State Univ, Coll Vet Med, Dept Vet Clin Sci, Stillwater, OK 74078 USAUniv Missouri, Coll Vet Med, Dept Vet Med & Surg, Columbia, MO 65211 USA
Whitfield, Chase T.
;
Yonezawa, Yoshiharu
论文数: 0引用数: 0
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机构:
Hiroshima Inst Technol, Fac Appl Informat Sci, Dept Hlth Sci, Saeki Ku, 2-1-1 Miyake, Hiroshima 7315193, JapanUniv Missouri, Coll Vet Med, Dept Vet Med & Surg, Columbia, MO 65211 USA
Yonezawa, Yoshiharu
;
Maki, Hiromitchi
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机构:
Hiroshima Inst Technol, Fac Appl Informat Sci, Dept Hlth Sci, Saeki Ku, 2-1-1 Miyake, Hiroshima 7315193, JapanUniv Missouri, Coll Vet Med, Dept Vet Med & Surg, Columbia, MO 65211 USA
Maki, Hiromitchi
;
Pai, P. Frank
论文数: 0引用数: 0
h-index: 0
机构:
Univ Missouri, Dept Mech & Aerosp Engn, Coll Engn, Columbia, MO 65211 USAUniv Missouri, Coll Vet Med, Dept Vet Med & Surg, Columbia, MO 65211 USA
Pai, P. Frank
;
Keegan, Kevin G.
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h-index: 0
机构:
Univ Missouri, Coll Vet Med, Dept Vet Med & Surg, Columbia, MO 65211 USAUniv Missouri, Coll Vet Med, Dept Vet Med & Surg, Columbia, MO 65211 USA
机构:
Dept. of Phys. Med. and Rehab., Harvard Medical School, Spaulding Rehabilitation Hospital, Boston, MA 02114Dept. of Phys. Med. and Rehab., Harvard Medical School, Spaulding Rehabilitation Hospital, Boston, MA 02114
机构:
Bond Univ, Fac Hlth Sci & Med, Gold Coast 4226, AustraliaBond Univ, Fac Hlth Sci & Med, Gold Coast 4226, Australia
Hindle, Benjamin R.
;
Keogh, Justin W. L.
论文数: 0引用数: 0
h-index: 0
机构:
Bond Univ, Fac Hlth Sci & Med, Gold Coast 4226, Australia
AUT Univ, AUT Millennium Inst, Sports Performance Res Inst New Zealand SPRINZ, Auckland 0632, New Zealand
Univ Sunshine Coast, Fac Sci Hlth Educ & Engn, Cluster Hlth Improvement, Sunshine Coast 4556, Australia
Manipal Acad Higher Educ, Kasturba Med Coll, Manipal 576104, Karnataka, IndiaBond Univ, Fac Hlth Sci & Med, Gold Coast 4226, Australia
Keogh, Justin W. L.
;
Lorimer, Anna V.
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h-index: 0
机构:
Bond Univ, Fac Hlth Sci & Med, Gold Coast 4226, Australia
AUT Univ, AUT Millennium Inst, Sports Performance Res Inst New Zealand SPRINZ, Auckland 0632, New ZealandBond Univ, Fac Hlth Sci & Med, Gold Coast 4226, Australia
机构:
Univ London, Univ London Royal Vet Coll, Dept Vet Basic Sci, Struct & Mot Lab, Hatfield AL9 7TA, Herts, EnglandUniv London, Univ London Royal Vet Coll, Dept Vet Basic Sci, Struct & Mot Lab, Hatfield AL9 7TA, Herts, England
Hutchinson, John R.
;
Schwerda, Delf
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机构:Univ London, Univ London Royal Vet Coll, Dept Vet Basic Sci, Struct & Mot Lab, Hatfield AL9 7TA, Herts, England
Schwerda, Delf
;
Famini, Daniel J.
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h-index: 0
机构:Univ London, Univ London Royal Vet Coll, Dept Vet Basic Sci, Struct & Mot Lab, Hatfield AL9 7TA, Herts, England
Famini, Daniel J.
;
Dale, Robert H. I.
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h-index: 0
机构:Univ London, Univ London Royal Vet Coll, Dept Vet Basic Sci, Struct & Mot Lab, Hatfield AL9 7TA, Herts, England
Dale, Robert H. I.
;
Fischer, Martin S.
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h-index: 0
机构:Univ London, Univ London Royal Vet Coll, Dept Vet Basic Sci, Struct & Mot Lab, Hatfield AL9 7TA, Herts, England
Fischer, Martin S.
;
Kram, Rodger
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h-index: 0
机构:Univ London, Univ London Royal Vet Coll, Dept Vet Basic Sci, Struct & Mot Lab, Hatfield AL9 7TA, Herts, England
机构:
Royal Vet Coll, Dept Comparat Biomed Sci, Struct & Mot Lab, Hawkshead Lane, N Mymms AL9 7TA, Herts, EnglandRoyal Vet Coll, Dept Comparat Biomed Sci, Struct & Mot Lab, Hawkshead Lane, N Mymms AL9 7TA, Herts, England
机构:
Univ Missouri, Coll Vet Med, Dept Vet Med & Surg, Columbia, MO 65211 USAUniv Missouri, Coll Vet Med, Dept Vet Med & Surg, Columbia, MO 65211 USA
Bell, Rhodes P.
;
Reed, Shannon K.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Missouri, Coll Vet Med, Dept Vet Med & Surg, Columbia, MO 65211 USAUniv Missouri, Coll Vet Med, Dept Vet Med & Surg, Columbia, MO 65211 USA
Reed, Shannon K.
;
Schoonover, Mike J.
论文数: 0引用数: 0
h-index: 0
机构:
Oklahoma State Univ, Coll Vet Med, Dept Vet Clin Sci, Stillwater, OK 74078 USAUniv Missouri, Coll Vet Med, Dept Vet Med & Surg, Columbia, MO 65211 USA
Schoonover, Mike J.
;
Whitfield, Chase T.
论文数: 0引用数: 0
h-index: 0
机构:
Oklahoma State Univ, Coll Vet Med, Dept Vet Clin Sci, Stillwater, OK 74078 USAUniv Missouri, Coll Vet Med, Dept Vet Med & Surg, Columbia, MO 65211 USA
Whitfield, Chase T.
;
Yonezawa, Yoshiharu
论文数: 0引用数: 0
h-index: 0
机构:
Hiroshima Inst Technol, Fac Appl Informat Sci, Dept Hlth Sci, Saeki Ku, 2-1-1 Miyake, Hiroshima 7315193, JapanUniv Missouri, Coll Vet Med, Dept Vet Med & Surg, Columbia, MO 65211 USA
Yonezawa, Yoshiharu
;
Maki, Hiromitchi
论文数: 0引用数: 0
h-index: 0
机构:
Hiroshima Inst Technol, Fac Appl Informat Sci, Dept Hlth Sci, Saeki Ku, 2-1-1 Miyake, Hiroshima 7315193, JapanUniv Missouri, Coll Vet Med, Dept Vet Med & Surg, Columbia, MO 65211 USA
Maki, Hiromitchi
;
Pai, P. Frank
论文数: 0引用数: 0
h-index: 0
机构:
Univ Missouri, Dept Mech & Aerosp Engn, Coll Engn, Columbia, MO 65211 USAUniv Missouri, Coll Vet Med, Dept Vet Med & Surg, Columbia, MO 65211 USA
Pai, P. Frank
;
Keegan, Kevin G.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Missouri, Coll Vet Med, Dept Vet Med & Surg, Columbia, MO 65211 USAUniv Missouri, Coll Vet Med, Dept Vet Med & Surg, Columbia, MO 65211 USA
机构:
Dept. of Phys. Med. and Rehab., Harvard Medical School, Spaulding Rehabilitation Hospital, Boston, MA 02114Dept. of Phys. Med. and Rehab., Harvard Medical School, Spaulding Rehabilitation Hospital, Boston, MA 02114
机构:
Bond Univ, Fac Hlth Sci & Med, Gold Coast 4226, AustraliaBond Univ, Fac Hlth Sci & Med, Gold Coast 4226, Australia
Hindle, Benjamin R.
;
Keogh, Justin W. L.
论文数: 0引用数: 0
h-index: 0
机构:
Bond Univ, Fac Hlth Sci & Med, Gold Coast 4226, Australia
AUT Univ, AUT Millennium Inst, Sports Performance Res Inst New Zealand SPRINZ, Auckland 0632, New Zealand
Univ Sunshine Coast, Fac Sci Hlth Educ & Engn, Cluster Hlth Improvement, Sunshine Coast 4556, Australia
Manipal Acad Higher Educ, Kasturba Med Coll, Manipal 576104, Karnataka, IndiaBond Univ, Fac Hlth Sci & Med, Gold Coast 4226, Australia
Keogh, Justin W. L.
;
Lorimer, Anna V.
论文数: 0引用数: 0
h-index: 0
机构:
Bond Univ, Fac Hlth Sci & Med, Gold Coast 4226, Australia
AUT Univ, AUT Millennium Inst, Sports Performance Res Inst New Zealand SPRINZ, Auckland 0632, New ZealandBond Univ, Fac Hlth Sci & Med, Gold Coast 4226, Australia
机构:
Univ London, Univ London Royal Vet Coll, Dept Vet Basic Sci, Struct & Mot Lab, Hatfield AL9 7TA, Herts, EnglandUniv London, Univ London Royal Vet Coll, Dept Vet Basic Sci, Struct & Mot Lab, Hatfield AL9 7TA, Herts, England
Hutchinson, John R.
;
Schwerda, Delf
论文数: 0引用数: 0
h-index: 0
机构:Univ London, Univ London Royal Vet Coll, Dept Vet Basic Sci, Struct & Mot Lab, Hatfield AL9 7TA, Herts, England
Schwerda, Delf
;
Famini, Daniel J.
论文数: 0引用数: 0
h-index: 0
机构:Univ London, Univ London Royal Vet Coll, Dept Vet Basic Sci, Struct & Mot Lab, Hatfield AL9 7TA, Herts, England
Famini, Daniel J.
;
Dale, Robert H. I.
论文数: 0引用数: 0
h-index: 0
机构:Univ London, Univ London Royal Vet Coll, Dept Vet Basic Sci, Struct & Mot Lab, Hatfield AL9 7TA, Herts, England
Dale, Robert H. I.
;
Fischer, Martin S.
论文数: 0引用数: 0
h-index: 0
机构:Univ London, Univ London Royal Vet Coll, Dept Vet Basic Sci, Struct & Mot Lab, Hatfield AL9 7TA, Herts, England
Fischer, Martin S.
;
Kram, Rodger
论文数: 0引用数: 0
h-index: 0
机构:Univ London, Univ London Royal Vet Coll, Dept Vet Basic Sci, Struct & Mot Lab, Hatfield AL9 7TA, Herts, England
机构:
Royal Vet Coll, Dept Comparat Biomed Sci, Struct & Mot Lab, Hawkshead Lane, N Mymms AL9 7TA, Herts, EnglandRoyal Vet Coll, Dept Comparat Biomed Sci, Struct & Mot Lab, Hawkshead Lane, N Mymms AL9 7TA, Herts, England