TY - GEN
T1 - Kinematic Variability in Healthy and Hemiplegic Gait using OpenSim
T2 - 15th International Conference on Computing Communication and Networking Technologies, ICCCNT 2024
AU - Younis, Sadia
AU - Narayan, Jyotindra
AU - Mio, Renato
AU - Bishnoi, Alka
N1 - Publisher Copyright:
©2024 IEEE.
PY - 2024
Y1 - 2024
N2 - This research investigates how Opensim, a tool for biomechanical modeling, can be used to analyze musculoskeletal changes in all three planes, namely, sagittal, frontal, and transverse planes, in individuals with hemiplegia compared to those in a healthy model. Contralateral hemiplegia (CH), marked by one-sided paralysis, triggers significant alterations in bone size and notably affects an individual’s walking pattern. Driven to comprehend the biomechanical impacts of CH on human motion, we examined ten CH patients with a median age of 46 years (range: 39−52.0 years) and a height of 1.75±0.6 m. OpenSim’s inverse kinematics feature allows for a thorough comparison of joint angles between individuals with health conditions and those with unhealthy ones. Ten individuals with similar body characteristics and in good health were also enlisted. We evaluated musculoskeletal alterations following CH by analyzing bone length data extracted from MRI reports acquired from a hospital. The gait data is presented and scrutinized through statistical methods, including mean absolute deviation, box plots, and a two-sample t-test. The outcomes uncovered substantial disparities in hip flexion, lumbar bending, lumbar extension, pelvis tilt, and ankle joint angles between healthy individuals and those with hemiplegia, supported by significantly low p-values. Notably, no significant distinction was detected in hip adduction, hip rotation, lumbar rotation, pelvic rotation, or knee and subtalar joint angles (p > 0.05). These findings enrich our comprehension of hemiplegia-related musculoskeletal changes, suggesting potential avenues for personalized interventions to enhance mobility.
AB - This research investigates how Opensim, a tool for biomechanical modeling, can be used to analyze musculoskeletal changes in all three planes, namely, sagittal, frontal, and transverse planes, in individuals with hemiplegia compared to those in a healthy model. Contralateral hemiplegia (CH), marked by one-sided paralysis, triggers significant alterations in bone size and notably affects an individual’s walking pattern. Driven to comprehend the biomechanical impacts of CH on human motion, we examined ten CH patients with a median age of 46 years (range: 39−52.0 years) and a height of 1.75±0.6 m. OpenSim’s inverse kinematics feature allows for a thorough comparison of joint angles between individuals with health conditions and those with unhealthy ones. Ten individuals with similar body characteristics and in good health were also enlisted. We evaluated musculoskeletal alterations following CH by analyzing bone length data extracted from MRI reports acquired from a hospital. The gait data is presented and scrutinized through statistical methods, including mean absolute deviation, box plots, and a two-sample t-test. The outcomes uncovered substantial disparities in hip flexion, lumbar bending, lumbar extension, pelvis tilt, and ankle joint angles between healthy individuals and those with hemiplegia, supported by significantly low p-values. Notably, no significant distinction was detected in hip adduction, hip rotation, lumbar rotation, pelvic rotation, or knee and subtalar joint angles (p > 0.05). These findings enrich our comprehension of hemiplegia-related musculoskeletal changes, suggesting potential avenues for personalized interventions to enhance mobility.
KW - biomechanical modeling
KW - hemiplegia
KW - joint angles
KW - musculoskeletal changes
KW - Opensim
UR - http://www.scopus.com/inward/record.url?scp=85212692680&partnerID=8YFLogxK
U2 - 10.1109/ICCCNT61001.2024.10725621
DO - 10.1109/ICCCNT61001.2024.10725621
M3 - Conference contribution
AN - SCOPUS:85212692680
T3 - 2024 15th International Conference on Computing Communication and Networking Technologies, ICCCNT 2024
BT - 2024 15th International Conference on Computing Communication and Networking Technologies, ICCCNT 2024
PB - Institute of Electrical and Electronics Engineers Inc.
Y2 - 24 June 2024 through 28 June 2024
ER -