Machine Learning for 3D Kinematic Analysis of Movements in Neurorehabilitation

[1] Camacho DM(2018)Next-generation machine learning for biological networks Cell. 173 1581-1592

[2] Collins KM(2015)Deep learning Nature. 521 436-444

[3] Powers RK(2017)Do activity level outcome measures commonly used in neurological practice assess upper-limb movement quality? Neurorehabil Neural Repair 31 623-637

[4] Costello JC(2013)Responsiveness of upper extremity kinematic measures and clinical improvement during the first three months after stroke Neurorehabil Neural Repair 27 844-853

[5] Collins JJ(1975)The post-stroke hemiplegic patient. 1. A method for evaluation of physical performance Scand J Rehabil Med 7 13-31

[6] LeCun Y(2008)A standardized approach to performing the action research arm test Neurorehabil Neural Repair 22 78-90

[7] Bengio Y(1951)The restoration of motor function following hemiplegia in man Brain. 74 443-480

[8] Hinton G(1998)Gradient-based learning applied to document recognition Proc IEEE 86 2278-2324

[9] Demers M(2020)A step-by-step implementation of DeepBehavior, deep learning toolbox for automated behavior analysis J Vis Exp 156 e60763-178

[10] Levin MF(1995)Position and orientation in space of bones during movement: anatomical frame definition and determination Clin Biomech (Bristol, Avon) 10 171-608

[1] Camacho DM(2018)Next-generation machine learning for biological networks Cell. 173 1581-1592

[2] Collins KM(2015)Deep learning Nature. 521 436-444

[3] Powers RK(2017)Do activity level outcome measures commonly used in neurological practice assess upper-limb movement quality? Neurorehabil Neural Repair 31 623-637

[4] Costello JC(2013)Responsiveness of upper extremity kinematic measures and clinical improvement during the first three months after stroke Neurorehabil Neural Repair 27 844-853

[5] Collins JJ(1975)The post-stroke hemiplegic patient. 1. A method for evaluation of physical performance Scand J Rehabil Med 7 13-31

[6] LeCun Y(2008)A standardized approach to performing the action research arm test Neurorehabil Neural Repair 22 78-90

[7] Bengio Y(1951)The restoration of motor function following hemiplegia in man Brain. 74 443-480

[8] Hinton G(1998)Gradient-based learning applied to document recognition Proc IEEE 86 2278-2324

[9] Demers M(2020)A step-by-step implementation of DeepBehavior, deep learning toolbox for automated behavior analysis J Vis Exp 156 e60763-178

[10] Levin MF(1995)Position and orientation in space of bones during movement: anatomical frame definition and determination Clin Biomech (Bristol, Avon) 10 171-608