Physics-informed deep learning for musculoskeletal modeling: Predicting muscle forces and joint kinematics from surface EMG

J Zhang, Y Zhao, F Shone, Z Li… - … on Neural Systems …, 2022 - ieeexplore.ieee.org
Musculoskeletal models have been widely used for detailed biomechanical analysis to
characterise various functional impairments given their ability to estimate movement …

Rectus femoris hyperreflexia contributes to Stiff-Knee gait after stroke

T Akbas, K Kim, K Doyle, K Manella, R Lee… - … of neuroengineering and …, 2020 - Springer
Abstract Background Stiff-Knee gait (SKG) after stroke is often accompanied by decreased
knee flexion angle during the swing phase. The decreased knee flexion has been …

Kinematic comparison of single degree-of-freedom robotic gait trainers

J Lee, L Li, SY Shin, AD Deshpande, J Sulzer - Mechanism and Machine …, 2021 - Elsevier
Single degree-of-freedom mechanized gait trainers employing linkage mechanisms can
imitate the gait trajectory of the human user at a potentially lower cost than current …

Understanding post-stroke movement by means of motion capture and musculoskeletal modeling: a scoping review of methods and practices

G Giarmatzis, S Fotiadou, E Giannakou, C Kokkotis… - BioMed, 2022 - mdpi.com
Research of post-stroke locomotion via musculoskeletal (MSK) modeling has offered an
unprecedented insight into pathological muscle function and its interplay with skeletal …

Relationship between gait quality measures and modular neuromuscular control parameters in chronic post-stroke individuals

SY Shin, Y Kim, A Jayaraman, HS Park - Journal of neuroengineering and …, 2021 - Springer
Background Recent evidence suggests that disinhibition and/or hyperexcitation of the
brainstem descending pathways and intraspinal motor network diffuse spastic synergistic …

Isolating the energetic and mechanical consequences of imposed reductions in ankle and knee flexion during gait

EM McCain, TL Libera, ME Berno, GS Sawicki… - Journal of …, 2021 - Springer
Background Weakness of ankle and knee musculature following injury or disorder results in
reduced joint motion associated with metabolically expensive gait compensations to enable …

The Importance of Hip Abductor and Adductor Muscles in Balance and Mobility Tasks After a Stroke: A Systematic Review

MB Lanza, N Frakes, K Callaghan… - Journal of Stroke …, 2023 - journals.sagepub.com
The aim of this systematic review was to identify the association between muscle strength,
activation, and structure of the hip abductor-adductor muscles and balance and mobility …

Sensitivity comparison of inertial to optical motion capture during gait: implications for tracking recovery

J Lee, SY Shin, G Ghorpade, T Akbas… - 2019 IEEE 16th …, 2019 - ieeexplore.ieee.org
Wearable sensors provide a foundation for development of wearable robotic technology to
be used in clinical applications. Inertial motion capture (IMC) has emerged as a viable …

Predictive simulation of single-leg landing scenarios for ACL injury risk factors evaluation

E Moustridi, K Risvas, K Moustakas - Plos one, 2023 - journals.plos.org
The Anterior Cruciate Ligament (ACL) rupture is a very common knee injury during sport
activities. Landing after jump is one of the most prominent human body movements that can …

Evaluating the Repeatability of Musculoskeletal Modelling Force Outcomes in Gait among Chronic Stroke Survivors: Implications for Contemporary Clinical Practice

G Giarmatzis, S Fotiadou, E Giannakou, E Karakasis… - Biomechanics, 2024 - mdpi.com
This study aims to evaluate the consistency of musculoskeletal modelling outcomes during
walking in chronic post-stroke patients, focusing on both affected and unaffected sides …