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In this work, postoperative lower limb kinematics are predicted with respect to preoperative kinematics, physical examination and surgery data. Data of 115 children with cerebral palsy that have undergone single-event multilevel surgery were considered. Preoperative data dimension was reduced utilizing principal component analysis. Then, multiple linear regressions with 80% confidence intervals were performed between postoperative kinematics and bilateral preoperative kinematics, 36 physical examination variables and combinations of 9 different surgical procedures. The mean prediction errors on test vary from 4° (pelvic obliquity and hip adduction) to 10° (hip rotation and foot progression), depending on the kinematic angle. The unilateral mean sizes of the confidence intervals vary from 5° to 15°. Frontal plane angles are predicted with the lowest errors, however the same performance is achieved when considering the postoperative average signals. Sagittal plane angles are better predicted than transverse plane angles, with statistical differences with respect to the average postoperative kinematics for both plane's angles except for ankle dorsiflexion. The mean prediction errors are smaller than the variability of gait parameters in cerebral palsy. The performance of the system is independent of the preoperative state severity of the patient. Even if the system is not yet accurate enough to define a surgery plan, it shows an unbiased estimation of the most likely outcome, which can be useful for both the clinician and the patient. More patients' data are necessary for improving the precision of the model in order to predict the kinematic outcome of a large number of possible surgeries and gait patterns., (Copyright © 2016 Elsevier B.V. All rights reserved.)

The article discusses the surgical effect on cerebral palsy gait due to predictive simulation including physical examination and 3-D clinical gait analysis. According to the author, different methods are conducted which include preoperative kinematics and physical examination data. It is suggested that surgical combinations and gait patterns are conducted in cerebral palsy.

The article presents a study which aims to project postoperative knee flexion on gait of cerebral palsy (CP) children. The study considered nine surgery categories which include distal femoral osteotomy, rectus femoris transfer and hip bone surgery. The proposed system projects postoperative knee flexion on gait knowing surgery type and preoperative state (kinematics and physical examination).